sipp08


A dataset extracted from the first wave of the 2008 Survey of Income and Program Participation,
constructed  by retaining
all heads of household with positive earnings from employment and complete
cases. This is useful as a realistic population for studying imputation routines.


datasets

Missing data imputation for continuous and categorical data, using nonparametric Bayesian joint models (specifically the hierarchically coupled mixture model with local dependence described in Murray and Reiter (2015); see 'citation("MixedDataImpute")' or http://arxiv.org/abs/1410.0438). See '?hcmm_impute' for example usage.

Jared S Murray

MixedDataImpute

Missing Data Imputation for Continuous and Categorical Data
using Nonparametric Bayesian Joint Models

sipp08 function

A data frame with 30507 rows and 13 variables:
<dl>
  <dt>total_earnings</dt><dd>Total monthly earnings from employment (USD)</dd> <dt>age</dt><dd>Age (years)</dd> <dt>sex</dt><dd>Sex</dd> <dt>race</dt><dd>Single race/ethnicity</dd> <dt>marital_status</dt><dd>Marital Status</dd> <dt>born_us</dt><dd>Born in or outside the United States</dd> <dt>own_kid</dt><dd>Number of respondent's own children living in the household</dd> <dt>edu_level</dt><dd>Level of education</dd> <dt>occ</dt><dd>Occupation code for primary job (recoded from variable TJBOCC1 in the SIPP)</dd> <dt>worker_class</dt><dd>Private/Non-profit/Government worker</dd> <dt>union</dt><dd>Union member</dd> <dt>hourly</dt><dd>Primary job is paid hourly</dd> <dt>hrs</dt><dd>Usual hours worked per week</dd> </dl>

Format

Extracted from the SIPP public use files using Anthony Damico's scripts <a href="http://www.asdfree.com/">http://www.asdfree.com/</a>

sipp08: Housholder earnings from the SIPP

Description

Usage

Arguments

Format

Source