nhanes

A small data set with missing values.

datasets

Provides two main functions, il() and fil(). The il() function implements the EM algorithm developed by Ibrahim and Lipsitz (1996) <DOI:10.2307/2533068> to estimate the parameters of a logistic regression model with the missing response when the missing data mechanism is nonignorable. The fil() function implements the algorithm proposed by Maity et. al. (2017+) <https://github.com/arnabkrmaity/brlrmr> to reduce the bias produced by the method of Ibrahim and Lipsitz (1996) <DOI:10.2307/2533068>.

Arnab Maity

brlrmr

Bias Reduction with Missing Binary Response

Vivek Pradhan

Ujjwal Das

nhanes function

A data frame with 25 observations on the following 2 variables:<dl class="dl-horizontal">
 <dt>hyp</dt><dd>Hypertensive (0 = no, 1 = yes)</dd>
 <dt>age2</dt><dd>Age group (1 = 40-59, 0 = otherwise)</dd>
 <dt>age3</dt><dd>Age group (1 = 60+, 0 = otherwise)</dd>
</dl>

Format

Subset of original NHANES data used in <code>mice</code> package. — nhanes

A data frame with 25 observations on the following 2 variables:<dl class='dl-horizontal'>
 <dt>hyp</dt><dd>Hypertensive (0 = no, 1 = yes)</dd>
 <dt>age2</dt><dd>Age group (1 = 40-59, 0 = otherwise)</dd>
 <dt>age3</dt><dd>Age group (1 = 60+, 0 = otherwise)</dd>
</dl>

nhanes: Subset of original NHANES data used in `mice` package.

Description

Usage

Arguments

Format