Commit 0b889801 authored by Armin Rauschenberger's avatar Armin Rauschenberger
Browse files

vignette

parent e0e3458a
This package was submitted to CRAN on 2020-11-18.
Once it is accepted, delete this file and tag the release (commit 7efcc86).
Package: joinet
Version: 0.0.6
Version: 0.0.7
Title: Multivariate Elastic Net Regression
Description: Implements high-dimensional multivariate regression by stacked generalisation (Wolpert 1992 <doi:10.1016/S0893-6080(05)80023-1>). For positively correlated outcomes, a single multivariate regression is typically more predictive than multiple univariate regressions. Includes functions for model fitting, extracting coefficients, outcome prediction, and performance measurement. If required, install MRCE from GitHub (<https://github.com/cran/MRCE>).
Description: Implements high-dimensional multivariate regression by stacked generalisation (Wolpert 1992 <doi:10.1016/S0893-6080(05)80023-1>). For positively correlated outcomes, a single multivariate regression is typically more predictive than multiple univariate regressions. Includes functions for model fitting, extracting coefficients, outcome prediction, and performance measurement. If required, install MRCE or remMap from GitHub (<https://github.com/cran/MRCE>, <https://github.com/cran/remMap>).
Depends: R (>= 3.0.0)
Imports: glmnet, palasso, cornet
Suggests: knitr, rmarkdown, testthat, MASS
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......@@ -71,7 +71,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -31,7 +31,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -71,7 +71,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -31,7 +31,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -31,7 +31,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -71,7 +71,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -12,7 +12,7 @@
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
<!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet">
<script src="pkgdown.js"></script><meta property="og:title" content="Multivariate Elastic Net Regression">
<meta property="og:description" content="Implements high-dimensional multivariate regression by stacked generalisation (Wolpert 1992 &lt;doi:10.1016/S0893-6080(05)80023-1&gt;). For positively correlated outcomes, a single multivariate regression is typically more predictive than multiple univariate regressions. Includes functions for model fitting, extracting coefficients, outcome prediction, and performance measurement. If required, install MRCE from GitHub (&lt;https://github.com/cran/MRCE&gt;).">
<meta property="og:description" content="Implements high-dimensional multivariate regression by stacked generalisation (Wolpert 1992 &lt;doi:10.1016/S0893-6080(05)80023-1&gt;). For positively correlated outcomes, a single multivariate regression is typically more predictive than multiple univariate regressions. Includes functions for model fitting, extracting coefficients, outcome prediction, and performance measurement. If required, install MRCE or remMap from GitHub (&lt;https://github.com/cran/MRCE&gt;, &lt;https://github.com/cran/remMap&gt;).">
<!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
......@@ -31,7 +31,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -71,7 +71,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -5,5 +5,5 @@ articles:
article: article.html
joinet: joinet.html
script: script.html
last_built: 2021-03-09T07:08Z
last_built: 2021-03-09T07:43Z
......@@ -74,7 +74,7 @@ the coefficients from the base learners.)" />
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -72,7 +72,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -71,7 +71,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -77,7 +77,7 @@ in high-dimensional settings." />
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -72,7 +72,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -72,7 +72,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -73,7 +73,7 @@ i.e. the weights for the base learners." />
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">joinet</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.6</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.0.7</span>
</span>
</div>
......
......@@ -11,12 +11,12 @@ editor_options:
```{r start,include=FALSE}
knitr::opts_chunk$set(echo=TRUE,eval=FALSE)
setwd("C:/Users/armin.rauschenberger/Desktop/joinet")
#setwd("C:/Users/armin.rauschenberger/Desktop/joinet")
#source("C:/Users/armin.rauschenberger/Desktop/joinet/joinet/R/functions.R")
#pkgs <- c("devtools","missRanger","mice","mvtnorm","glmnet","earth","spls","MTPS","RMTL","MultivariateRandomForest","mcen","remMap","SiER","GPM","MLPUGS","benchmarkme")
#pkgs <- c("devtools","missRanger","mice","mvtnorm","glmnet","earth","spls","MTPS","RMTL","MultivariateRandomForest","mcen","MRCE","remMap","SiER","GPM","MLPUGS","benchmarkme")
#install.packages(pkgs)
#devtools::install_github("rauschenberger/joinet")
#devtools::intall_github("cran/MRCE")
#devtools::intall_github("cran/MRCE"); devtools::intall_github("cran/remMap")
#install.packages("joinet_0.0.X.tar.gz",repos=NULL,type="source")
#library(joinet)
```
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