parametric_ci

Calculates confidence intervals based upon a parametric
distribution.

Implements standard and reference based multiple imputation methods for continuous
longitudinal endpoints (Gower-Page et al. (2022) <doi:10.21105/joss.04251>). In particular,
this package supports deterministic conditional mean imputation and jackknifing as described
in Wolbers et al. (2022) <doi:10.1002/pst.2234>, Bayesian multiple imputation as described
in Carpenter et al. (2013) <doi:10.1080/10543406.2013.834911>, and bootstrapped maximum
likelihood imputation as described in von Hippel and Bartlett (2021) <doi: 10.1214/20-STS793>.

Craig Gower-Page

rbmi

Reference Based Multiple Imputation

Isaac Gravestock

Alessandro Noci

Marcel Wolbers

Daniel Sabanes Bove

F. Hoffmann-La Roche AG 

parametric_ci function

<dl><dt>point</dt>
<dd>The point estimate.</dd>
<dt>se</dt>
<dd>The standard error of the point estimate. If using a non-"normal"
distribution this should be set to 1.</dd>
<dt>alpha</dt>
<dd>The type 1 error rate, should be a value between 0 and 1.</dd>
<dt>alternative</dt>
<dd>a character string specifying the alternative hypothesis,
must be one of "two.sided" (default), "greater" or "less".</dd>
<dt>qfun</dt>
<dd>The quantile function for the assumed distribution i.e. <code>qnorm</code>.</dd>
<dt>pfun</dt>
<dd>The CDF function for the assumed distribution i.e. <code>pnorm</code>.</dd>
<dt>...</dt>
<dd>additional arguments passed on <code>qfun</code> and <code>pfun</code> i.e. <code>df = 102</code>.</dd></dl>

Arguments

Calculate parametric confidence intervals — parametric_ci

<dl>

<dt>point</dt>
<dd>The point estimate.</dd>


<dt>se</dt>
<dd>The standard error of the point estimate. If using a non-"normal"
distribution this should be set to 1.</dd>


<dt>alpha</dt>
<dd>The type 1 error rate, should be a value between 0 and 1.</dd>


<dt>alternative</dt>
<dd>a character string specifying the alternative hypothesis,
must be one of "two.sided" (default), "greater" or "less".</dd>


<dt>qfun</dt>
<dd>The quantile function for the assumed distribution i.e. <code>qnorm</code>.</dd>


<dt>pfun</dt>
<dd>The CDF function for the assumed distribution i.e. <code>pnorm</code>.</dd>


<dt>...</dt>
<dd>additional arguments passed on <code>qfun</code> and <code>pfun</code> i.e. <code>df = 102</code>.</dd>

</dl>

parametric_ci: Calculate parametric confidence intervals

Description

Usage

Arguments