ConstrainedLinReg-class

ConstrainedLinReg

Inherits from <code><a rd-options="rstan" href="/link/stanfit?package=BMSC&version=0.2.1&to=rstan" data-mini-rdoc="rstan::stanfit">stanfit</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

ConstrainedLinReg-class function

<dl class="dl-horizontal">
<dt><code>formula</code></dt><dd>model formula (class formula)</dd></dl><dt><code>hasIntercept</code></dt><dd>logical: Does the model formula include an intercept?</dd><dt><code>scaleCenter</code></dt><dd>numeric: location scale of betas</dd><dt><code>scaleScale</code></dt><dd>numeric: scale scale of betas</dd>

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Inherits from <code><a rd-options='rstan' href='stanfit'>stanfit</a></code>

ConstrainedLinReg-class: S4 class for constrained linear regression models

Description

Arguments

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