unpack_varying

unpack_varying.mcpfit

Returns parameters, data columns, and implicated segments given parameter name(s) or column(s).

internal

Flexible and informed regression with Multiple Change Points. 'mcp' can infer change points in means, variances, autocorrelation structure, and any combination of these, as well as the parameters of the segments in between. All parameters are estimated with uncertainty and prediction intervals are supported - also near the change points. 'mcp' supports hypothesis testing via Savage-Dickey density ratio, posterior contrasts, and cross-validation. 'mcp' is described in Lindeløv (submitted) <doi:10.31219/osf.io/fzqxv> and generalizes the approach described in Carlin, Gelfand, & Smith (1992) <doi:10.2307/2347570> and Stephens (1994) <doi:10.2307/2986119>.

Jonas Kristoffer Lindel<c3><b8>v

Regression with Multiple Change Points

Jonas Kristoffer Lindeløv

unpack_varying function

<dl><dt>pars</dt>
<dd><code>NULL</code>/<code>FALSE</code> for nothing. <code>TRUE</code> for all. A vector of varying parameter names for specifics.</dd>
<dt>cols</dt>
<dd><code>NULL</code>/<code>FALSE</code> for nothing. <code>TRUE</code> for all. A vector of varying column names for specifics. Usually provided via "facet_by" argument in other functions.</dd></dl>

Arguments

<dl>
<dt><code>pars</code></dt>
<dd>Character vector of parameter names. <code>NULL</code> if empty.</dd></dl>
<dt><code>cols</code></dt>
<dd>Character vector of data column names. <code>NULL</code> if empty.</dd>
<dt><code>indices</code></dt>
<dd>Logical vector of segments in the segment table that contains the varying effect</dd>

Slots

Get relevant info about varying parameters — unpack_varying

<dl>

<dt>pars</dt>
<dd><code>NULL</code>/<code>FALSE</code> for nothing. <code>TRUE</code> for all. A vector of varying parameter names for specifics.</dd>


<dt>cols</dt>
<dd><code>NULL</code>/<code>FALSE</code> for nothing. <code>TRUE</code> for all. A vector of varying column names for specifics. Usually provided via "facet_by" argument in other functions.</dd>

</dl>

<dl>
<dt><code>pars</code></dt>
<dd>Character vector of parameter names. <code>NULL</code> if empty.</dd>


<dt><code>cols</code></dt>
<dd>Character vector of data column names. <code>NULL</code> if empty.</dd>


<dt><code>indices</code></dt>
<dd>Logical vector of segments in the segment table that contains the varying effect</dd>


</dl>

unpack_varying: Get relevant info about varying parameters

Description

Usage

Value

Arguments

Slots

Details