diff --git a/DESCRIPTION b/DESCRIPTION
index fafe25d6..6905a976 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -2,7 +2,7 @@ Type: Package
 Package: paradox
 Title: Define and Work with Parameter Spaces for Complex
     Algorithms
-Version: 0.9.0.9000
+Version: 0.10.0
 Authors@R:
     c(person(given = "Michel",
              family = "Lang",
@@ -57,7 +57,7 @@ Config/testthat/edition: 3
 Config/testthat/parallel: false
 NeedsCompilation: no
 Roxygen: list(markdown = TRUE, r6 = TRUE)
-RoxygenNote: 7.1.2
+RoxygenNote: 7.2.1
 Collate:
     'Condition.R'
     'Design.R'
diff --git a/NEWS.md b/NEWS.md
index ff91783d..116e3e2a 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,7 +1,8 @@
-# paradox 0.9.0.9000
+# paradox 0.10.0
 
 * Reset `.has_extra_trafo` to `FALSE` when trafo is set to `NULL`.
-* Add method set_values to conveniently add parameter values.
+* `rd_info.ParamSet` collapses vector with `"\n"` due changes in roxygen 7.2.0
+* Add method `set_values()` to conveniently add parameter values.
 
 # paradox 0.9.0
 
diff --git a/README.Rmd b/README.Rmd
index b8b05051..e4d58ee5 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -117,4 +117,4 @@ xst = x$transpose()
 xst
 ```
 
-Further documentation can be found in the [mlr3book](https://mlr3book.mlr-org.com/pipelines.html).
+Further documentation can be found in the [mlr3book](https://mlr3book.mlr-org.com/05-pipelines.html).
diff --git a/README.md b/README.md
index a980a643..02ac8540 100644
--- a/README.md
+++ b/README.md
@@ -140,9 +140,14 @@ Transformations are functions with a fixed signature.
   - `param_set` the `ParamSet` used to create the design
 
 Transformations can be used to change the distributions of sampled
-parameters. For example, to sample values between \(2^-3\) and \(2^3\)
-in a \(log_2\)-uniform distribution, one can sample uniformly between -3
-and 3 and exponentiate the random value inside the transformation.
+parameters. For example, to sample values between
+![2^-3](https://latex.codecogs.com/png.image?%5Cdpi%7B110%7D&space;%5Cbg_white&space;2%5E-3
+"2^-3") and
+![2^3](https://latex.codecogs.com/png.image?%5Cdpi%7B110%7D&space;%5Cbg_white&space;2%5E3
+"2^3") in a
+![log\_2](https://latex.codecogs.com/png.image?%5Cdpi%7B110%7D&space;%5Cbg_white&space;log_2
+"log_2")-uniform distribution, one can sample uniformly between -3 and 3
+and exponentiate the random value inside the transformation.
 
 ``` r
 ps = ParamSet$new(
@@ -176,4 +181,4 @@ xst
 ```
 
 Further documentation can be found in the
-[mlr3book](https://mlr3book.mlr-org.com/pipelines.html).
+[mlr3book](https://mlr3book.mlr-org.com/05-pipelines.html).
diff --git a/man/Condition.Rd b/man/Condition.Rd
index e6a456e5..65a58121 100644
--- a/man/Condition.Rd
+++ b/man/Condition.Rd
@@ -32,17 +32,17 @@ Right-hand-side of the condition.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Condition$new()}}
-\item \href{#method-test}{\code{Condition$test()}}
-\item \href{#method-as_string}{\code{Condition$as_string()}}
-\item \href{#method-format}{\code{Condition$format()}}
-\item \href{#method-print}{\code{Condition$print()}}
-\item \href{#method-clone}{\code{Condition$clone()}}
+\item \href{#method-Condition-new}{\code{Condition$new()}}
+\item \href{#method-Condition-test}{\code{Condition$test()}}
+\item \href{#method-Condition-as_string}{\code{Condition$as_string()}}
+\item \href{#method-Condition-format}{\code{Condition$format()}}
+\item \href{#method-Condition-print}{\code{Condition$print()}}
+\item \href{#method-Condition-clone}{\code{Condition$clone()}}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Condition-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Condition-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -62,8 +62,8 @@ Right-hand-side of the condition.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-test"></a>}}
-\if{latex}{\out{\hypertarget{method-test}{}}}
+\if{html}{\out{<a id="method-Condition-test"></a>}}
+\if{latex}{\out{\hypertarget{method-Condition-test}{}}}
 \subsection{Method \code{test()}}{
 Checks if condition is satisfied.
 Called on a vector of parent param values.
@@ -83,8 +83,8 @@ Called on a vector of parent param values.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-as_string"></a>}}
-\if{latex}{\out{\hypertarget{method-as_string}{}}}
+\if{html}{\out{<a id="method-Condition-as_string"></a>}}
+\if{latex}{\out{\hypertarget{method-Condition-as_string}{}}}
 \subsection{Method \code{as_string()}}{
 Conversion helper for print outputs.
 \subsection{Usage}{
@@ -100,8 +100,8 @@ Conversion helper for print outputs.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-format"></a>}}
-\if{latex}{\out{\hypertarget{method-format}{}}}
+\if{html}{\out{<a id="method-Condition-format"></a>}}
+\if{latex}{\out{\hypertarget{method-Condition-format}{}}}
 \subsection{Method \code{format()}}{
 Helper for print outputs.
 \subsection{Usage}{
@@ -110,8 +110,8 @@ Helper for print outputs.
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-print"></a>}}
-\if{latex}{\out{\hypertarget{method-print}{}}}
+\if{html}{\out{<a id="method-Condition-print"></a>}}
+\if{latex}{\out{\hypertarget{method-Condition-print}{}}}
 \subsection{Method \code{print()}}{
 Printer.
 \subsection{Usage}{
@@ -127,8 +127,8 @@ Printer.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Condition-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Condition-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/Design.Rd b/man/Design.Rd
index 16c7a5bb..98eccce7 100644
--- a/man/Design.Rd
+++ b/man/Design.Rd
@@ -21,16 +21,16 @@ Stored \code{data}.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Design$new()}}
-\item \href{#method-format}{\code{Design$format()}}
-\item \href{#method-print}{\code{Design$print()}}
-\item \href{#method-transpose}{\code{Design$transpose()}}
-\item \href{#method-clone}{\code{Design$clone()}}
+\item \href{#method-Design-new}{\code{Design$new()}}
+\item \href{#method-Design-format}{\code{Design$format()}}
+\item \href{#method-Design-print}{\code{Design$print()}}
+\item \href{#method-Design-transpose}{\code{Design$transpose()}}
+\item \href{#method-Design-clone}{\code{Design$clone()}}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Design-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Design-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -52,8 +52,8 @@ Remove duplicates?}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-format"></a>}}
-\if{latex}{\out{\hypertarget{method-format}{}}}
+\if{html}{\out{<a id="method-Design-format"></a>}}
+\if{latex}{\out{\hypertarget{method-Design-format}{}}}
 \subsection{Method \code{format()}}{
 Helper for print outputs.
 \subsection{Usage}{
@@ -62,8 +62,8 @@ Helper for print outputs.
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-print"></a>}}
-\if{latex}{\out{\hypertarget{method-print}{}}}
+\if{html}{\out{<a id="method-Design-print"></a>}}
+\if{latex}{\out{\hypertarget{method-Design-print}{}}}
 \subsection{Method \code{print()}}{
 Printer.
 \subsection{Usage}{
@@ -79,8 +79,8 @@ Printer.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-transpose"></a>}}
-\if{latex}{\out{\hypertarget{method-transpose}{}}}
+\if{html}{\out{<a id="method-Design-transpose"></a>}}
+\if{latex}{\out{\hypertarget{method-Design-transpose}{}}}
 \subsection{Method \code{transpose()}}{
 Converts \code{data} into a list of lists of row-configurations,
 possibly removes \code{NA} entries of inactive parameter values due to unsatisfied dependencies,
@@ -103,8 +103,8 @@ Should the \code{trafo} function of the \link{ParamSet} be called?}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Design-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Design-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/Param.Rd b/man/Param.Rd
index ad2e81c9..8b4ec49c 100644
--- a/man/Param.Rd
+++ b/man/Param.Rd
@@ -66,21 +66,21 @@ Is there a default value?}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Param$new()}}
-\item \href{#method-check}{\code{Param$check()}}
-\item \href{#method-assert}{\code{Param$assert()}}
-\item \href{#method-test}{\code{Param$test()}}
-\item \href{#method-rep}{\code{Param$rep()}}
-\item \href{#method-format}{\code{Param$format()}}
-\item \href{#method-print}{\code{Param$print()}}
-\item \href{#method-qunif}{\code{Param$qunif()}}
-\item \href{#method-convert}{\code{Param$convert()}}
-\item \href{#method-clone}{\code{Param$clone()}}
+\item \href{#method-Param-new}{\code{Param$new()}}
+\item \href{#method-Param-check}{\code{Param$check()}}
+\item \href{#method-Param-assert}{\code{Param$assert()}}
+\item \href{#method-Param-test}{\code{Param$test()}}
+\item \href{#method-Param-rep}{\code{Param$rep()}}
+\item \href{#method-Param-format}{\code{Param$format()}}
+\item \href{#method-Param-print}{\code{Param$print()}}
+\item \href{#method-Param-qunif}{\code{Param$qunif()}}
+\item \href{#method-Param-convert}{\code{Param$convert()}}
+\item \href{#method-Param-clone}{\code{Param$clone()}}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Param-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 
@@ -123,8 +123,8 @@ purpose:\cr
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-check"></a>}}
-\if{latex}{\out{\hypertarget{method-check}{}}}
+\if{html}{\out{<a id="method-Param-check"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-check}{}}}
 \subsection{Method \code{check()}}{
 \pkg{checkmate}-like check-function. Take a value from the domain of the
 parameter, and check if it is feasible. A value is feasible if it is of
@@ -146,8 +146,8 @@ If successful \code{TRUE}, if not a string with the error message.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-assert"></a>}}
-\if{latex}{\out{\hypertarget{method-assert}{}}}
+\if{html}{\out{<a id="method-Param-assert"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-assert}{}}}
 \subsection{Method \code{assert()}}{
 \pkg{checkmate}-like assert-function. Take a value from the domain of
 the parameter, and assert if it is feasible. A value is feasible if it
@@ -169,8 +169,8 @@ If successful \code{x} invisibly, if not an exception is raised.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-test"></a>}}
-\if{latex}{\out{\hypertarget{method-test}{}}}
+\if{html}{\out{<a id="method-Param-test"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-test}{}}}
 \subsection{Method \code{test()}}{
 \pkg{checkmate}-like test-function. Take a value from the domain of the
 parameter, and test if it is feasible. A value is feasible if it is of
@@ -192,8 +192,8 @@ If successful \code{TRUE}, if not \code{FALSE}.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-rep"></a>}}
-\if{latex}{\out{\hypertarget{method-rep}{}}}
+\if{html}{\out{<a id="method-Param-rep"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-rep}{}}}
 \subsection{Method \code{rep()}}{
 Repeats this parameter n-times (by cloning).
 Each parameter is named "[id]\emph{rep}[k]" and gets the additional tag "[id]_rep".
@@ -213,8 +213,8 @@ Each parameter is named "[id]\emph{rep}[k]" and gets the additional tag "[id]_re
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-format"></a>}}
-\if{latex}{\out{\hypertarget{method-format}{}}}
+\if{html}{\out{<a id="method-Param-format"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-format}{}}}
 \subsection{Method \code{format()}}{
 Helper for print outputs.
 \subsection{Usage}{
@@ -223,8 +223,8 @@ Helper for print outputs.
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-print"></a>}}
-\if{latex}{\out{\hypertarget{method-print}{}}}
+\if{html}{\out{<a id="method-Param-print"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-print}{}}}
 \subsection{Method \code{print()}}{
 Printer.
 \subsection{Usage}{
@@ -247,8 +247,8 @@ Which fields should not be printed? Default is \code{"nlevels"},
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-qunif"></a>}}
-\if{latex}{\out{\hypertarget{method-qunif}{}}}
+\if{html}{\out{<a id="method-Param-qunif"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-qunif}{}}}
 \subsection{Method \code{qunif()}}{
 Takes values from [0,1] and maps them, regularly distributed, to the
 domain of the parameter. Think of: quantile function or the use case to
@@ -270,8 +270,8 @@ Value of the domain of the parameter.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-convert"></a>}}
-\if{latex}{\out{\hypertarget{method-convert}{}}}
+\if{html}{\out{<a id="method-Param-convert"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-convert}{}}}
 \subsection{Method \code{convert()}}{
 Converts a value to the closest valid param. Only for values that
 pass \verb{$check()} and mostly used internally.
@@ -291,8 +291,8 @@ pass \verb{$check()} and mostly used internally.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Param-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Param-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/ParamDbl.Rd b/man/ParamDbl.Rd
index f3a50bdb..02a0c5ae 100644
--- a/man/ParamDbl.Rd
+++ b/man/ParamDbl.Rd
@@ -75,27 +75,27 @@ Always \code{"list"} for \link{ParamUty}.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{ParamDbl$new()}}
-\item \href{#method-convert}{\code{ParamDbl$convert()}}
-\item \href{#method-clone}{\code{ParamDbl$clone()}}
-}
-}
-\if{html}{
-\out{<details ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert">}\href{../../paradox/html/Param.html#method-assert}{\code{paradox::Param$assert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check">}\href{../../paradox/html/Param.html#method-check}{\code{paradox::Param$check()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format">}\href{../../paradox/html/Param.html#method-format}{\code{paradox::Param$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print">}\href{../../paradox/html/Param.html#method-print}{\code{paradox::Param$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif">}\href{../../paradox/html/Param.html#method-qunif}{\code{paradox::Param$qunif()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep">}\href{../../paradox/html/Param.html#method-rep}{\code{paradox::Param$rep()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test">}\href{../../paradox/html/Param.html#method-test}{\code{paradox::Param$test()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-ParamDbl-new}{\code{ParamDbl$new()}}
+\item \href{#method-ParamDbl-convert}{\code{ParamDbl$convert()}}
+\item \href{#method-ParamDbl-clone}{\code{ParamDbl$clone()}}
+}
+}
+\if{html}{\out{
+<details><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert"><a href='../../paradox/html/Param.html#method-Param-assert'><code>paradox::Param$assert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check"><a href='../../paradox/html/Param.html#method-Param-check'><code>paradox::Param$check()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format"><a href='../../paradox/html/Param.html#method-Param-format'><code>paradox::Param$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print"><a href='../../paradox/html/Param.html#method-Param-print'><code>paradox::Param$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif"><a href='../../paradox/html/Param.html#method-Param-qunif'><code>paradox::Param$qunif()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep"><a href='../../paradox/html/Param.html#method-Param-rep'><code>paradox::Param$rep()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test"><a href='../../paradox/html/Param.html#method-Param-test'><code>paradox::Param$test()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-ParamDbl-new"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamDbl-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -152,8 +152,8 @@ Initializes the \verb{$tolerance} field that determines the}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-convert"></a>}}
-\if{latex}{\out{\hypertarget{method-convert}{}}}
+\if{html}{\out{<a id="method-ParamDbl-convert"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamDbl-convert}{}}}
 \subsection{Method \code{convert()}}{
 Restrict the value to within the allowed range. This works
 in conjunction with \verb{$tolerance}, which accepts values
@@ -172,8 +172,8 @@ Value to convert.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-ParamDbl-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamDbl-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/ParamFct.Rd b/man/ParamFct.Rd
index fed2a0ad..f27abe83 100644
--- a/man/ParamFct.Rd
+++ b/man/ParamFct.Rd
@@ -66,27 +66,27 @@ Always \code{"list"} for \link{ParamUty}.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{ParamFct$new()}}
-\item \href{#method-clone}{\code{ParamFct$clone()}}
-}
-}
-\if{html}{
-\out{<details ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert">}\href{../../paradox/html/Param.html#method-assert}{\code{paradox::Param$assert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check">}\href{../../paradox/html/Param.html#method-check}{\code{paradox::Param$check()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="convert">}\href{../../paradox/html/Param.html#method-convert}{\code{paradox::Param$convert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format">}\href{../../paradox/html/Param.html#method-format}{\code{paradox::Param$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print">}\href{../../paradox/html/Param.html#method-print}{\code{paradox::Param$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif">}\href{../../paradox/html/Param.html#method-qunif}{\code{paradox::Param$qunif()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep">}\href{../../paradox/html/Param.html#method-rep}{\code{paradox::Param$rep()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test">}\href{../../paradox/html/Param.html#method-test}{\code{paradox::Param$test()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-ParamFct-new}{\code{ParamFct$new()}}
+\item \href{#method-ParamFct-clone}{\code{ParamFct$clone()}}
+}
+}
+\if{html}{\out{
+<details><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert"><a href='../../paradox/html/Param.html#method-Param-assert'><code>paradox::Param$assert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check"><a href='../../paradox/html/Param.html#method-Param-check'><code>paradox::Param$check()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="convert"><a href='../../paradox/html/Param.html#method-Param-convert'><code>paradox::Param$convert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format"><a href='../../paradox/html/Param.html#method-Param-format'><code>paradox::Param$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print"><a href='../../paradox/html/Param.html#method-Param-print'><code>paradox::Param$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif"><a href='../../paradox/html/Param.html#method-Param-qunif'><code>paradox::Param$qunif()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep"><a href='../../paradox/html/Param.html#method-Param-rep'><code>paradox::Param$rep()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test"><a href='../../paradox/html/Param.html#method-Param-test'><code>paradox::Param$test()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-ParamFct-new"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamFct-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -135,8 +135,8 @@ purpose:\cr
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-ParamFct-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamFct-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/ParamInt.Rd b/man/ParamInt.Rd
index 63796507..50647d55 100644
--- a/man/ParamInt.Rd
+++ b/man/ParamInt.Rd
@@ -71,27 +71,27 @@ Always \code{"list"} for \link{ParamUty}.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{ParamInt$new()}}
-\item \href{#method-convert}{\code{ParamInt$convert()}}
-\item \href{#method-clone}{\code{ParamInt$clone()}}
-}
-}
-\if{html}{
-\out{<details ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert">}\href{../../paradox/html/Param.html#method-assert}{\code{paradox::Param$assert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check">}\href{../../paradox/html/Param.html#method-check}{\code{paradox::Param$check()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format">}\href{../../paradox/html/Param.html#method-format}{\code{paradox::Param$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print">}\href{../../paradox/html/Param.html#method-print}{\code{paradox::Param$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif">}\href{../../paradox/html/Param.html#method-qunif}{\code{paradox::Param$qunif()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep">}\href{../../paradox/html/Param.html#method-rep}{\code{paradox::Param$rep()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test">}\href{../../paradox/html/Param.html#method-test}{\code{paradox::Param$test()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-ParamInt-new}{\code{ParamInt$new()}}
+\item \href{#method-ParamInt-convert}{\code{ParamInt$convert()}}
+\item \href{#method-ParamInt-clone}{\code{ParamInt$clone()}}
+}
+}
+\if{html}{\out{
+<details><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert"><a href='../../paradox/html/Param.html#method-Param-assert'><code>paradox::Param$assert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check"><a href='../../paradox/html/Param.html#method-Param-check'><code>paradox::Param$check()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format"><a href='../../paradox/html/Param.html#method-Param-format'><code>paradox::Param$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print"><a href='../../paradox/html/Param.html#method-Param-print'><code>paradox::Param$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif"><a href='../../paradox/html/Param.html#method-Param-qunif'><code>paradox::Param$qunif()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep"><a href='../../paradox/html/Param.html#method-Param-rep'><code>paradox::Param$rep()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test"><a href='../../paradox/html/Param.html#method-Param-test'><code>paradox::Param$test()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-ParamInt-new"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamInt-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -144,8 +144,8 @@ purpose:\cr
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-convert"></a>}}
-\if{latex}{\out{\hypertarget{method-convert}{}}}
+\if{html}{\out{<a id="method-ParamInt-convert"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamInt-convert}{}}}
 \subsection{Method \code{convert()}}{
 Converts a value to an integer.
 \subsection{Usage}{
@@ -162,8 +162,8 @@ Value to convert.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-ParamInt-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamInt-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/ParamLgl.Rd b/man/ParamLgl.Rd
index 4f8257c3..243d27d1 100644
--- a/man/ParamLgl.Rd
+++ b/man/ParamLgl.Rd
@@ -61,27 +61,27 @@ Always \code{"list"} for \link{ParamUty}.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{ParamLgl$new()}}
-\item \href{#method-clone}{\code{ParamLgl$clone()}}
-}
-}
-\if{html}{
-\out{<details ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert">}\href{../../paradox/html/Param.html#method-assert}{\code{paradox::Param$assert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check">}\href{../../paradox/html/Param.html#method-check}{\code{paradox::Param$check()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="convert">}\href{../../paradox/html/Param.html#method-convert}{\code{paradox::Param$convert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format">}\href{../../paradox/html/Param.html#method-format}{\code{paradox::Param$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print">}\href{../../paradox/html/Param.html#method-print}{\code{paradox::Param$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif">}\href{../../paradox/html/Param.html#method-qunif}{\code{paradox::Param$qunif()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep">}\href{../../paradox/html/Param.html#method-rep}{\code{paradox::Param$rep()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test">}\href{../../paradox/html/Param.html#method-test}{\code{paradox::Param$test()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-ParamLgl-new}{\code{ParamLgl$new()}}
+\item \href{#method-ParamLgl-clone}{\code{ParamLgl$clone()}}
+}
+}
+\if{html}{\out{
+<details><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert"><a href='../../paradox/html/Param.html#method-Param-assert'><code>paradox::Param$assert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check"><a href='../../paradox/html/Param.html#method-Param-check'><code>paradox::Param$check()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="convert"><a href='../../paradox/html/Param.html#method-Param-convert'><code>paradox::Param$convert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format"><a href='../../paradox/html/Param.html#method-Param-format'><code>paradox::Param$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print"><a href='../../paradox/html/Param.html#method-Param-print'><code>paradox::Param$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif"><a href='../../paradox/html/Param.html#method-Param-qunif'><code>paradox::Param$qunif()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep"><a href='../../paradox/html/Param.html#method-Param-rep'><code>paradox::Param$rep()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test"><a href='../../paradox/html/Param.html#method-Param-test'><code>paradox::Param$test()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-ParamLgl-new"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamLgl-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -121,8 +121,8 @@ purpose:\cr
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-ParamLgl-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamLgl-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/ParamSet.Rd b/man/ParamSet.Rd
index 14fca66c..550b7020 100644
--- a/man/ParamSet.Rd
+++ b/man/ParamSet.Rd
@@ -166,27 +166,28 @@ Has the set parameter dependencies?}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{ParamSet$new()}}
-\item \href{#method-add}{\code{ParamSet$add()}}
-\item \href{#method-ids}{\code{ParamSet$ids()}}
-\item \href{#method-get_values}{\code{ParamSet$get_values()}}
-\item \href{#method-subset}{\code{ParamSet$subset()}}
-\item \href{#method-search_space}{\code{ParamSet$search_space()}}
-\item \href{#method-check}{\code{ParamSet$check()}}
-\item \href{#method-test}{\code{ParamSet$test()}}
-\item \href{#method-assert}{\code{ParamSet$assert()}}
-\item \href{#method-check_dt}{\code{ParamSet$check_dt()}}
-\item \href{#method-test_dt}{\code{ParamSet$test_dt()}}
-\item \href{#method-assert_dt}{\code{ParamSet$assert_dt()}}
-\item \href{#method-add_dep}{\code{ParamSet$add_dep()}}
-\item \href{#method-format}{\code{ParamSet$format()}}
-\item \href{#method-print}{\code{ParamSet$print()}}
-\item \href{#method-clone}{\code{ParamSet$clone()}}
+\item \href{#method-ParamSet-new}{\code{ParamSet$new()}}
+\item \href{#method-ParamSet-add}{\code{ParamSet$add()}}
+\item \href{#method-ParamSet-ids}{\code{ParamSet$ids()}}
+\item \href{#method-ParamSet-get_values}{\code{ParamSet$get_values()}}
+\item \href{#method-ParamSet-set_values}{\code{ParamSet$set_values()}}
+\item \href{#method-ParamSet-subset}{\code{ParamSet$subset()}}
+\item \href{#method-ParamSet-search_space}{\code{ParamSet$search_space()}}
+\item \href{#method-ParamSet-check}{\code{ParamSet$check()}}
+\item \href{#method-ParamSet-test}{\code{ParamSet$test()}}
+\item \href{#method-ParamSet-assert}{\code{ParamSet$assert()}}
+\item \href{#method-ParamSet-check_dt}{\code{ParamSet$check_dt()}}
+\item \href{#method-ParamSet-test_dt}{\code{ParamSet$test_dt()}}
+\item \href{#method-ParamSet-assert_dt}{\code{ParamSet$assert_dt()}}
+\item \href{#method-ParamSet-add_dep}{\code{ParamSet$add_dep()}}
+\item \href{#method-ParamSet-format}{\code{ParamSet$format()}}
+\item \href{#method-ParamSet-print}{\code{ParamSet$print()}}
+\item \href{#method-ParamSet-clone}{\code{ParamSet$clone()}}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-ParamSet-new"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -204,8 +205,8 @@ Parameters are cloned.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-add"></a>}}
-\if{latex}{\out{\hypertarget{method-add}{}}}
+\if{html}{\out{<a id="method-ParamSet-add"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-add}{}}}
 \subsection{Method \code{add()}}{
 Adds a single param or another set to this set, all params are cloned.
 \subsection{Usage}{
@@ -221,8 +222,8 @@ Adds a single param or another set to this set, all params are cloned.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-ids"></a>}}
-\if{latex}{\out{\hypertarget{method-ids}{}}}
+\if{html}{\out{<a id="method-ParamSet-ids"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-ids}{}}}
 \subsection{Method \code{ids()}}{
 Retrieves IDs of contained parameters based on some filter criteria
 selections, \code{NULL} means no restriction.
@@ -247,8 +248,8 @@ Only returns IDs of parameters that satisfy all conditions.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-get_values"></a>}}
-\if{latex}{\out{\hypertarget{method-get_values}{}}}
+\if{html}{\out{<a id="method-ParamSet-get_values"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-get_values}{}}}
 \subsection{Method \code{get_values()}}{
 Retrieves parameter values based on some selections, \code{NULL} means no
 restriction and is equivalent to \verb{$values}.
@@ -285,8 +286,34 @@ Named \code{list()}.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-subset"></a>}}
-\if{latex}{\out{\hypertarget{method-subset}{}}}
+\if{html}{\out{<a id="method-ParamSet-set_values"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-set_values}{}}}
+\subsection{Method \code{set_values()}}{
+Allows to to modify (and overwrite) or replace the parameter values.
+Per default already set values are being kept unless new values are being provided.
+\subsection{Usage}{
+\if{html}{\out{<div class="r">}}\preformatted{ParamSet$set_values(..., .values = list(), .insert = TRUE)}\if{html}{\out{</div>}}
+}
+
+\subsection{Arguments}{
+\if{html}{\out{<div class="arguments">}}
+\describe{
+\item{\code{...}}{(any)\cr
+Named parameter values.}
+
+\item{\code{.values}}{(named \code{list()})\cr
+Named list with parameter values. Names must not already appear in \code{...}.}
+
+\item{\code{.insert}}{(\code{logical(1)})\cr
+Whether to insert the values (old values are being kept, if not overwritten), or to
+replace all values. Default is TRUE.}
+}
+\if{html}{\out{</div>}}
+}
+}
+\if{html}{\out{<hr>}}
+\if{html}{\out{<a id="method-ParamSet-subset"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-subset}{}}}
 \subsection{Method \code{subset()}}{
 Changes the current set to the set of passed IDs.
 \subsection{Usage}{
@@ -302,8 +329,8 @@ Changes the current set to the set of passed IDs.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-search_space"></a>}}
-\if{latex}{\out{\hypertarget{method-search_space}{}}}
+\if{html}{\out{<a id="method-ParamSet-search_space"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-search_space}{}}}
 \subsection{Method \code{search_space()}}{
 Construct a \code{\link{ParamSet}} to tune over. Constructed from \code{\link{TuneToken}} in \verb{$values}, see \code{\link[=to_tune]{to_tune()}}.
 \subsection{Usage}{
@@ -319,8 +346,8 @@ Construct a \code{\link{ParamSet}} to tune over. Constructed from \code{\link{Tu
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-check"></a>}}
-\if{latex}{\out{\hypertarget{method-check}{}}}
+\if{html}{\out{<a id="method-ParamSet-check"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-check}{}}}
 \subsection{Method \code{check()}}{
 \pkg{checkmate}-like check-function. Takes a named list.
 A point x is feasible, if it configures a subset of params,
@@ -342,8 +369,8 @@ If successful \code{TRUE}, if not a string with the error message.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-test"></a>}}
-\if{latex}{\out{\hypertarget{method-test}{}}}
+\if{html}{\out{<a id="method-ParamSet-test"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-test}{}}}
 \subsection{Method \code{test()}}{
 \pkg{checkmate}-like test-function. Takes a named list.
 A point x is feasible, if it configures a subset of params,
@@ -365,8 +392,8 @@ If successful \code{TRUE}, if not \code{FALSE}.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-assert"></a>}}
-\if{latex}{\out{\hypertarget{method-assert}{}}}
+\if{html}{\out{<a id="method-ParamSet-assert"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-assert}{}}}
 \subsection{Method \code{assert()}}{
 \pkg{checkmate}-like assert-function. Takes a named list.
 A point x is feasible, if it configures a subset of params,
@@ -392,8 +419,8 @@ If successful \code{xs} invisibly, if not an error message.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-check_dt"></a>}}
-\if{latex}{\out{\hypertarget{method-check_dt}{}}}
+\if{html}{\out{<a id="method-ParamSet-check_dt"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-check_dt}{}}}
 \subsection{Method \code{check_dt()}}{
 \pkg{checkmate}-like check-function. Takes a \link[data.table:data.table]{data.table::data.table}
 where rows are points and columns are parameters. A point x is feasible,
@@ -416,8 +443,8 @@ If successful \code{TRUE}, if not a string with the error message.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-test_dt"></a>}}
-\if{latex}{\out{\hypertarget{method-test_dt}{}}}
+\if{html}{\out{<a id="method-ParamSet-test_dt"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-test_dt}{}}}
 \subsection{Method \code{test_dt()}}{
 \pkg{checkmate}-like test-function (s. \verb{$check_dt()}).
 \subsection{Usage}{
@@ -436,8 +463,8 @@ If successful \code{TRUE}, if not \code{FALSE}.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-assert_dt"></a>}}
-\if{latex}{\out{\hypertarget{method-assert_dt}{}}}
+\if{html}{\out{<a id="method-ParamSet-assert_dt"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-assert_dt}{}}}
 \subsection{Method \code{assert_dt()}}{
 \pkg{checkmate}-like assert-function (s. \verb{$check_dt()}).
 \subsection{Usage}{
@@ -460,8 +487,8 @@ If successful \code{xs} invisibly, if not an error message.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-add_dep"></a>}}
-\if{latex}{\out{\hypertarget{method-add_dep}{}}}
+\if{html}{\out{<a id="method-ParamSet-add_dep"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-add_dep}{}}}
 \subsection{Method \code{add_dep()}}{
 Adds a dependency to this set, so that param \code{id} now depends on param \code{on}.
 \subsection{Usage}{
@@ -481,8 +508,8 @@ Adds a dependency to this set, so that param \code{id} now depends on param \cod
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-format"></a>}}
-\if{latex}{\out{\hypertarget{method-format}{}}}
+\if{html}{\out{<a id="method-ParamSet-format"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-format}{}}}
 \subsection{Method \code{format()}}{
 Helper for print outputs.
 \subsection{Usage}{
@@ -491,8 +518,8 @@ Helper for print outputs.
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-print"></a>}}
-\if{latex}{\out{\hypertarget{method-print}{}}}
+\if{html}{\out{<a id="method-ParamSet-print"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-print}{}}}
 \subsection{Method \code{print()}}{
 Printer.
 \subsection{Usage}{
@@ -515,8 +542,8 @@ Which fields should not be printed? Default is \code{"levels"},
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-ParamSet-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSet-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/ParamSetCollection.Rd b/man/ParamSetCollection.Rd
index 0ec29b62..3cd31a8a 100644
--- a/man/ParamSetCollection.Rd
+++ b/man/ParamSetCollection.Rd
@@ -60,34 +60,35 @@ When you set values, all previously set values will be unset / removed.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{ParamSetCollection$new()}}
-\item \href{#method-add}{\code{ParamSetCollection$add()}}
-\item \href{#method-remove_sets}{\code{ParamSetCollection$remove_sets()}}
-\item \href{#method-subset}{\code{ParamSetCollection$subset()}}
-\item \href{#method-clone}{\code{ParamSetCollection$clone()}}
-}
-}
-\if{html}{
-\out{<details ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="add_dep">}\href{../../paradox/html/ParamSet.html#method-add_dep}{\code{paradox::ParamSet$add_dep()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="assert">}\href{../../paradox/html/ParamSet.html#method-assert}{\code{paradox::ParamSet$assert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="assert_dt">}\href{../../paradox/html/ParamSet.html#method-assert_dt}{\code{paradox::ParamSet$assert_dt()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="check">}\href{../../paradox/html/ParamSet.html#method-check}{\code{paradox::ParamSet$check()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="check_dt">}\href{../../paradox/html/ParamSet.html#method-check_dt}{\code{paradox::ParamSet$check_dt()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="format">}\href{../../paradox/html/ParamSet.html#method-format}{\code{paradox::ParamSet$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="get_values">}\href{../../paradox/html/ParamSet.html#method-get_values}{\code{paradox::ParamSet$get_values()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="ids">}\href{../../paradox/html/ParamSet.html#method-ids}{\code{paradox::ParamSet$ids()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="print">}\href{../../paradox/html/ParamSet.html#method-print}{\code{paradox::ParamSet$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="search_space">}\href{../../paradox/html/ParamSet.html#method-search_space}{\code{paradox::ParamSet$search_space()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="test">}\href{../../paradox/html/ParamSet.html#method-test}{\code{paradox::ParamSet$test()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="test_dt">}\href{../../paradox/html/ParamSet.html#method-test_dt}{\code{paradox::ParamSet$test_dt()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-ParamSetCollection-new}{\code{ParamSetCollection$new()}}
+\item \href{#method-ParamSetCollection-add}{\code{ParamSetCollection$add()}}
+\item \href{#method-ParamSetCollection-remove_sets}{\code{ParamSetCollection$remove_sets()}}
+\item \href{#method-ParamSetCollection-subset}{\code{ParamSetCollection$subset()}}
+\item \href{#method-ParamSetCollection-clone}{\code{ParamSetCollection$clone()}}
+}
+}
+\if{html}{\out{
+<details><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="add_dep"><a href='../../paradox/html/ParamSet.html#method-ParamSet-add_dep'><code>paradox::ParamSet$add_dep()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="assert"><a href='../../paradox/html/ParamSet.html#method-ParamSet-assert'><code>paradox::ParamSet$assert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="assert_dt"><a href='../../paradox/html/ParamSet.html#method-ParamSet-assert_dt'><code>paradox::ParamSet$assert_dt()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="check"><a href='../../paradox/html/ParamSet.html#method-ParamSet-check'><code>paradox::ParamSet$check()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="check_dt"><a href='../../paradox/html/ParamSet.html#method-ParamSet-check_dt'><code>paradox::ParamSet$check_dt()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="format"><a href='../../paradox/html/ParamSet.html#method-ParamSet-format'><code>paradox::ParamSet$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="get_values"><a href='../../paradox/html/ParamSet.html#method-ParamSet-get_values'><code>paradox::ParamSet$get_values()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="ids"><a href='../../paradox/html/ParamSet.html#method-ParamSet-ids'><code>paradox::ParamSet$ids()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="print"><a href='../../paradox/html/ParamSet.html#method-ParamSet-print'><code>paradox::ParamSet$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="search_space"><a href='../../paradox/html/ParamSet.html#method-ParamSet-search_space'><code>paradox::ParamSet$search_space()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="set_values"><a href='../../paradox/html/ParamSet.html#method-ParamSet-set_values'><code>paradox::ParamSet$set_values()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="test"><a href='../../paradox/html/ParamSet.html#method-ParamSet-test'><code>paradox::ParamSet$test()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="ParamSet" data-id="test_dt"><a href='../../paradox/html/ParamSet.html#method-ParamSet-test_dt'><code>paradox::ParamSet$test_dt()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-ParamSetCollection-new"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSetCollection-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -104,8 +105,8 @@ Parameter objects are cloned.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-add"></a>}}
-\if{latex}{\out{\hypertarget{method-add}{}}}
+\if{html}{\out{<a id="method-ParamSetCollection-add"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSetCollection-add}{}}}
 \subsection{Method \code{add()}}{
 Adds a set to this collection.
 \subsection{Usage}{
@@ -121,8 +122,8 @@ Adds a set to this collection.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-remove_sets"></a>}}
-\if{latex}{\out{\hypertarget{method-remove_sets}{}}}
+\if{html}{\out{<a id="method-ParamSetCollection-remove_sets"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSetCollection-remove_sets}{}}}
 \subsection{Method \code{remove_sets()}}{
 Removes sets of given ids from collection.
 \subsection{Usage}{
@@ -138,8 +139,8 @@ Removes sets of given ids from collection.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-subset"></a>}}
-\if{latex}{\out{\hypertarget{method-subset}{}}}
+\if{html}{\out{<a id="method-ParamSetCollection-subset"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSetCollection-subset}{}}}
 \subsection{Method \code{subset()}}{
 Only included for consistency. Not allowed to perform on \link{ParamSetCollection}s.
 \subsection{Usage}{
@@ -155,8 +156,8 @@ Only included for consistency. Not allowed to perform on \link{ParamSetCollectio
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-ParamSetCollection-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamSetCollection-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/ParamUty.Rd b/man/ParamUty.Rd
index f9fdec2b..de1adfe0 100644
--- a/man/ParamUty.Rd
+++ b/man/ParamUty.Rd
@@ -72,27 +72,27 @@ Always \code{"list"} for \link{ParamUty}.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{ParamUty$new()}}
-\item \href{#method-clone}{\code{ParamUty$clone()}}
-}
-}
-\if{html}{
-\out{<details ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert">}\href{../../paradox/html/Param.html#method-assert}{\code{paradox::Param$assert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check">}\href{../../paradox/html/Param.html#method-check}{\code{paradox::Param$check()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="convert">}\href{../../paradox/html/Param.html#method-convert}{\code{paradox::Param$convert()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format">}\href{../../paradox/html/Param.html#method-format}{\code{paradox::Param$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print">}\href{../../paradox/html/Param.html#method-print}{\code{paradox::Param$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif">}\href{../../paradox/html/Param.html#method-qunif}{\code{paradox::Param$qunif()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep">}\href{../../paradox/html/Param.html#method-rep}{\code{paradox::Param$rep()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test">}\href{../../paradox/html/Param.html#method-test}{\code{paradox::Param$test()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-ParamUty-new}{\code{ParamUty$new()}}
+\item \href{#method-ParamUty-clone}{\code{ParamUty$clone()}}
+}
+}
+\if{html}{\out{
+<details><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="assert"><a href='../../paradox/html/Param.html#method-Param-assert'><code>paradox::Param$assert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="check"><a href='../../paradox/html/Param.html#method-Param-check'><code>paradox::Param$check()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="convert"><a href='../../paradox/html/Param.html#method-Param-convert'><code>paradox::Param$convert()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="format"><a href='../../paradox/html/Param.html#method-Param-format'><code>paradox::Param$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="print"><a href='../../paradox/html/Param.html#method-Param-print'><code>paradox::Param$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="qunif"><a href='../../paradox/html/Param.html#method-Param-qunif'><code>paradox::Param$qunif()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="rep"><a href='../../paradox/html/Param.html#method-Param-rep'><code>paradox::Param$rep()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Param" data-id="test"><a href='../../paradox/html/Param.html#method-Param-test'><code>paradox::Param$test()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-ParamUty-new"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamUty-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -141,8 +141,8 @@ Custom representation string. Used for parameter table in help pages.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-ParamUty-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-ParamUty-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/Sampler.Rd b/man/Sampler.Rd
index 3004597d..08b3a4ca 100644
--- a/man/Sampler.Rd
+++ b/man/Sampler.Rd
@@ -29,16 +29,16 @@ Domain / support of the distribution we want to sample from.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Sampler$new()}}
-\item \href{#method-sample}{\code{Sampler$sample()}}
-\item \href{#method-format}{\code{Sampler$format()}}
-\item \href{#method-print}{\code{Sampler$print()}}
-\item \href{#method-clone}{\code{Sampler$clone()}}
+\item \href{#method-Sampler-new}{\code{Sampler$new()}}
+\item \href{#method-Sampler-sample}{\code{Sampler$sample()}}
+\item \href{#method-Sampler-format}{\code{Sampler$format()}}
+\item \href{#method-Sampler-print}{\code{Sampler$print()}}
+\item \href{#method-Sampler-clone}{\code{Sampler$clone()}}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Sampler-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 
@@ -59,8 +59,8 @@ ParamSet is cloned on construction.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-sample"></a>}}
-\if{latex}{\out{\hypertarget{method-sample}{}}}
+\if{html}{\out{<a id="method-Sampler-sample"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler-sample}{}}}
 \subsection{Method \code{sample()}}{
 Sample \code{n} values from the distribution.
 \subsection{Usage}{
@@ -79,8 +79,8 @@ Sample \code{n} values from the distribution.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-format"></a>}}
-\if{latex}{\out{\hypertarget{method-format}{}}}
+\if{html}{\out{<a id="method-Sampler-format"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler-format}{}}}
 \subsection{Method \code{format()}}{
 Helper for print outputs.
 \subsection{Usage}{
@@ -89,8 +89,8 @@ Helper for print outputs.
 
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-print"></a>}}
-\if{latex}{\out{\hypertarget{method-print}{}}}
+\if{html}{\out{<a id="method-Sampler-print"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler-print}{}}}
 \subsection{Method \code{print()}}{
 Printer.
 \subsection{Usage}{
@@ -106,8 +106,8 @@ Printer.
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Sampler-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/Sampler1D.Rd b/man/Sampler1D.Rd
index a96a10f3..12cf81b3 100644
--- a/man/Sampler1D.Rd
+++ b/man/Sampler1D.Rd
@@ -33,22 +33,22 @@ Returns the one Parameter that is sampled from.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Sampler1D$new()}}
-\item \href{#method-clone}{\code{Sampler1D$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format">}\href{../../paradox/html/Sampler.html#method-format}{\code{paradox::Sampler$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print">}\href{../../paradox/html/Sampler.html#method-print}{\code{paradox::Sampler$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample">}\href{../../paradox/html/Sampler.html#method-sample}{\code{paradox::Sampler$sample()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-Sampler1D-new}{\code{Sampler1D$new()}}
+\item \href{#method-Sampler1D-clone}{\code{Sampler1D$clone()}}
+}
+}
+\if{html}{\out{
+<details open><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Sampler1D-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1D-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 
@@ -68,8 +68,8 @@ Domain / support of the distribution we want to sample from.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Sampler1D-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1D-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/Sampler1DCateg.Rd b/man/Sampler1DCateg.Rd
index b2fa7d56..e8f1b966 100644
--- a/man/Sampler1DCateg.Rd
+++ b/man/Sampler1DCateg.Rd
@@ -32,22 +32,22 @@ Numeric vector of \code{param$nlevels} probabilities.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Sampler1DCateg$new()}}
-\item \href{#method-clone}{\code{Sampler1DCateg$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format">}\href{../../paradox/html/Sampler.html#method-format}{\code{paradox::Sampler$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print">}\href{../../paradox/html/Sampler.html#method-print}{\code{paradox::Sampler$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample">}\href{../../paradox/html/Sampler.html#method-sample}{\code{paradox::Sampler$sample()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-Sampler1DCateg-new}{\code{Sampler1DCateg$new()}}
+\item \href{#method-Sampler1DCateg-clone}{\code{Sampler1DCateg$clone()}}
+}
+}
+\if{html}{\out{
+<details open><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Sampler1DCateg-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1DCateg-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -67,8 +67,8 @@ Numeric vector of \code{param$nlevels} probabilities, which is uniform by defaul
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Sampler1DCateg-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1DCateg-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/Sampler1DNormal.Rd b/man/Sampler1DNormal.Rd
index 6e5bc89b..e4e7cfa6 100644
--- a/man/Sampler1DNormal.Rd
+++ b/man/Sampler1DNormal.Rd
@@ -35,22 +35,22 @@ SD parameter of the normal distribution.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Sampler1DNormal$new()}}
-\item \href{#method-clone}{\code{Sampler1DNormal$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format">}\href{../../paradox/html/Sampler.html#method-format}{\code{paradox::Sampler$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print">}\href{../../paradox/html/Sampler.html#method-print}{\code{paradox::Sampler$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample">}\href{../../paradox/html/Sampler.html#method-sample}{\code{paradox::Sampler$sample()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-Sampler1DNormal-new}{\code{Sampler1DNormal$new()}}
+\item \href{#method-Sampler1DNormal-clone}{\code{Sampler1DNormal$clone()}}
+}
+}
+\if{html}{\out{
+<details open><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Sampler1DNormal-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1DNormal-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -75,8 +75,8 @@ Default is \code{(param$upper - param$lower)/4}.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Sampler1DNormal-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1DNormal-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/Sampler1DRfun.Rd b/man/Sampler1DRfun.Rd
index bc1ae8cb..22f6a87f 100644
--- a/man/Sampler1DRfun.Rd
+++ b/man/Sampler1DRfun.Rd
@@ -35,22 +35,22 @@ Random number generator function.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Sampler1DRfun$new()}}
-\item \href{#method-clone}{\code{Sampler1DRfun$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format">}\href{../../paradox/html/Sampler.html#method-format}{\code{paradox::Sampler$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print">}\href{../../paradox/html/Sampler.html#method-print}{\code{paradox::Sampler$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample">}\href{../../paradox/html/Sampler.html#method-sample}{\code{paradox::Sampler$sample()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-Sampler1DRfun-new}{\code{Sampler1DRfun$new()}}
+\item \href{#method-Sampler1DRfun-clone}{\code{Sampler1DRfun$clone()}}
+}
+}
+\if{html}{\out{
+<details open><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Sampler1DRfun-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1DRfun-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -73,8 +73,8 @@ Random number generator function, e.g. \code{rexp} to sample from exponential di
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Sampler1DRfun-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1DRfun-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/Sampler1DUnif.Rd b/man/Sampler1DUnif.Rd
index a3c6fb02..09cf10f0 100644
--- a/man/Sampler1DUnif.Rd
+++ b/man/Sampler1DUnif.Rd
@@ -24,22 +24,22 @@ Other Sampler:
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{Sampler1DUnif$new()}}
-\item \href{#method-clone}{\code{Sampler1DUnif$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format">}\href{../../paradox/html/Sampler.html#method-format}{\code{paradox::Sampler$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print">}\href{../../paradox/html/Sampler.html#method-print}{\code{paradox::Sampler$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample">}\href{../../paradox/html/Sampler.html#method-sample}{\code{paradox::Sampler$sample()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-Sampler1DUnif-new}{\code{Sampler1DUnif$new()}}
+\item \href{#method-Sampler1DUnif-clone}{\code{Sampler1DUnif$clone()}}
+}
+}
+\if{html}{\out{
+<details open><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-Sampler1DUnif-new"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1DUnif-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -56,8 +56,8 @@ Domain / support of the distribution we want to sample from.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-Sampler1DUnif-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-Sampler1DUnif-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/SamplerHierarchical.Rd b/man/SamplerHierarchical.Rd
index 429feb5a..6f221be7 100644
--- a/man/SamplerHierarchical.Rd
+++ b/man/SamplerHierarchical.Rd
@@ -34,22 +34,22 @@ List of \link{Sampler1D} objects that gives a Sampler for each \link{Param} in t
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{SamplerHierarchical$new()}}
-\item \href{#method-clone}{\code{SamplerHierarchical$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format">}\href{../../paradox/html/Sampler.html#method-format}{\code{paradox::Sampler$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print">}\href{../../paradox/html/Sampler.html#method-print}{\code{paradox::Sampler$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample">}\href{../../paradox/html/Sampler.html#method-sample}{\code{paradox::Sampler$sample()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-SamplerHierarchical-new}{\code{SamplerHierarchical$new()}}
+\item \href{#method-SamplerHierarchical-clone}{\code{SamplerHierarchical$clone()}}
+}
+}
+\if{html}{\out{
+<details open><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-SamplerHierarchical-new"></a>}}
+\if{latex}{\out{\hypertarget{method-SamplerHierarchical-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -70,8 +70,8 @@ List of \link{Sampler1D} objects that gives a Sampler for each \link{Param} in t
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-SamplerHierarchical-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-SamplerHierarchical-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/SamplerJointIndep.Rd b/man/SamplerJointIndep.Rd
index db5bc8b1..25477667 100644
--- a/man/SamplerJointIndep.Rd
+++ b/man/SamplerJointIndep.Rd
@@ -32,22 +32,22 @@ List of \link{Sampler} objects.}
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{SamplerJointIndep$new()}}
-\item \href{#method-clone}{\code{SamplerJointIndep$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format">}\href{../../paradox/html/Sampler.html#method-format}{\code{paradox::Sampler$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print">}\href{../../paradox/html/Sampler.html#method-print}{\code{paradox::Sampler$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample">}\href{../../paradox/html/Sampler.html#method-sample}{\code{paradox::Sampler$sample()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-SamplerJointIndep-new}{\code{SamplerJointIndep$new()}}
+\item \href{#method-SamplerJointIndep-clone}{\code{SamplerJointIndep$clone()}}
+}
+}
+\if{html}{\out{
+<details open><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-SamplerJointIndep-new"></a>}}
+\if{latex}{\out{\hypertarget{method-SamplerJointIndep-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -64,8 +64,8 @@ List of \link{Sampler} objects.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-SamplerJointIndep-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-SamplerJointIndep-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{
diff --git a/man/SamplerUnif.Rd b/man/SamplerUnif.Rd
index c6309a7a..a405c822 100644
--- a/man/SamplerUnif.Rd
+++ b/man/SamplerUnif.Rd
@@ -26,22 +26,22 @@ Other Sampler:
 \section{Methods}{
 \subsection{Public methods}{
 \itemize{
-\item \href{#method-new}{\code{SamplerUnif$new()}}
-\item \href{#method-clone}{\code{SamplerUnif$clone()}}
-}
-}
-\if{html}{
-\out{<details open ><summary>Inherited methods</summary>}
-\itemize{
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format">}\href{../../paradox/html/Sampler.html#method-format}{\code{paradox::Sampler$format()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print">}\href{../../paradox/html/Sampler.html#method-print}{\code{paradox::Sampler$print()}}\out{</span>}
-\item \out{<span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample">}\href{../../paradox/html/Sampler.html#method-sample}{\code{paradox::Sampler$sample()}}\out{</span>}
-}
-\out{</details>}
-}
+\item \href{#method-SamplerUnif-new}{\code{SamplerUnif$new()}}
+\item \href{#method-SamplerUnif-clone}{\code{SamplerUnif$clone()}}
+}
+}
+\if{html}{\out{
+<details open><summary>Inherited methods</summary>
+<ul>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="format"><a href='../../paradox/html/Sampler.html#method-Sampler-format'><code>paradox::Sampler$format()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="print"><a href='../../paradox/html/Sampler.html#method-Sampler-print'><code>paradox::Sampler$print()</code></a></span></li>
+<li><span class="pkg-link" data-pkg="paradox" data-topic="Sampler" data-id="sample"><a href='../../paradox/html/Sampler.html#method-Sampler-sample'><code>paradox::Sampler$sample()</code></a></span></li>
+</ul>
+</details>
+}}
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-new"></a>}}
-\if{latex}{\out{\hypertarget{method-new}{}}}
+\if{html}{\out{<a id="method-SamplerUnif-new"></a>}}
+\if{latex}{\out{\hypertarget{method-SamplerUnif-new}{}}}
 \subsection{Method \code{new()}}{
 Creates a new instance of this \link[R6:R6Class]{R6} class.
 \subsection{Usage}{
@@ -59,8 +59,8 @@ ParamSet is cloned on construction.}
 }
 }
 \if{html}{\out{<hr>}}
-\if{html}{\out{<a id="method-clone"></a>}}
-\if{latex}{\out{\hypertarget{method-clone}{}}}
+\if{html}{\out{<a id="method-SamplerUnif-clone"></a>}}
+\if{latex}{\out{\hypertarget{method-SamplerUnif-clone}{}}}
 \subsection{Method \code{clone()}}{
 The objects of this class are cloneable with this method.
 \subsection{Usage}{