plotModelFit

List with models of class <code><a rd-options="" href="/link/ConstrainedLinReg?package=BMSC&version=0.2.1" data-mini-rdoc="BMSC::ConstrainedLinReg">ConstrainedLinReg</a></code>

models

numeric: Factor multiplied with standard error to obtain
ends of error bars

thresholdSE

List with the model fit results for all models as returned by
<code>BMSC:::getLoo</code>. If not provided, they are
computed from the model list, which can take some time.

loos

boolean: highlight position of the best model in the model list

markBestModel

This plot is automatically produced with the execution of
<code><a rd-options="" href="/link/getBestModel?package=BMSC&version=0.2.1" data-mini-rdoc="BMSC::getBestModel">getBestModel</a></code>.

A Bayesian regression package supporting constrained coefficient estimation and
variable selection using Stan. This includes a robust variable selection
algorithm by a horseshoe prior (<doi:10.1093/biomet/asq017>) that finds the optimal model considering main effects,
interactions as well as powers of given variables under potential parameter constraints.

Marcus Gross

BMSC

Bayesian Model Selection under Constraints

Marcus Gro<c3><9f>

Ricardo Fernandes

Mira Celine Klein

plotModelFit function

List with models of class <code><a rd-options='' href='ConstrainedLinReg'>ConstrainedLinReg</a></code>

This plot is automatically produced with the execution of
<code><a rd-options='' href='getBestModel'>getBestModel</a></code>.

plotModelFit: Plot errors of all models

Description

Usage

Arguments