acs2016

A dataset containing answers of 24614 Alabama households to 20 questions

datasets

Generalized low-rank models for mixed and incomplete data frames. The main function may be used for dimensionality reduction of imputation of numeric, binary and count data (simultaneously). Main effects such as column means, group effects, or effects of row-column side information (e.g. user/item attributes in recommendation system) may also be modelled in addition to the low-rank model. Genevi<c3><a8>ve Robin, Olga Klopp, Julie Josse, <c3><89>ric Moulines, Robert Tibshirani (2018) <arXiv:1806.09734>.

Genevieve Robin

mimi

Main Effects and Interactions in Mixed and Incomplete Data

acs2016 function

survey A data frame with 24614 rows and 20 columns:<dl class="dl-horizontal">
 <dt>NP</dt><dd>Number of persons in household</dd>
 <dt>ACCESS</dt><dd>Access to the internet. 1 yes 0 no.</dd>
 <dt>AGS</dt><dd>Sales of agriculture products ($, yearly)</dd>
 <dt>BATH</dt><dd>Bathtub or shower. 0 yes 1 no.</dd>
 <dt>BDSP</dt><dd>Number of bedrooms in household.</dd>
 <dt>BROADBND</dt><dd>Cellular data plan for a smartphone or other mobile device</dd>1 yes 2 no
 <dt>COMPOTHX</dt><dd>Other computer equipment. 1 yes 2 no</dd>
 <dt>CONP</dt><dd>Condo fee ($, monthly)</dd>
 <dt>ELEP</dt><dd>Electricity ($, monthly)</dd>
 <dt>FS</dt><dd>Food Stamps. 0 no 1 yes</dd>
 <dt>FULP</dt><dd>Fuel cost ($, yearly)</dd>
 <dt>GASP</dt><dd>Gas ($, monthly)</dd>
 <dt>MHP</dt><dd>Mobile home costs</dd>$, yearly
 <dt>REFR</dt><dd>Refrigerator, 1 yes, 2 no.</dd>
 <dt>RMSP</dt><dd>Number of rooms in household</dd>
 <dt>RWAT</dt><dd>Hot and cold running water. 1 yes 2 no</dd>
 <dt>SATELLITE</dt><dd>Satellite internet service. 1 yes 2 no.</dd>
 <dt>WATP</dt><dd>Water ($, yearly)</dd>
 <dt>FFINCP</dt><dd>Family income allocation flag (past 12 months) 0 No 1 yes.</dd>
</dl>

Format

Excerpt of the 2016 Public Use American Census Survey (Alabama only) — acs2016

survey A data frame with 24614 rows and 20 columns:<dl class='dl-horizontal'>
 <dt>NP</dt><dd>Number of persons in household</dd>
 <dt>ACCESS</dt><dd>Access to the internet. 1 yes 0 no.</dd>
 <dt>AGS</dt><dd>Sales of agriculture products ($, yearly)</dd>
 <dt>BATH</dt><dd>Bathtub or shower. 0 yes 1 no.</dd>
 <dt>BDSP</dt><dd>Number of bedrooms in household.</dd>
 <dt>BROADBND</dt><dd>Cellular data plan for a smartphone or other mobile device</dd>1 yes 2 no
 <dt>COMPOTHX</dt><dd>Other computer equipment. 1 yes 2 no</dd>
 <dt>CONP</dt><dd>Condo fee ($, monthly)</dd>
 <dt>ELEP</dt><dd>Electricity ($, monthly)</dd>
 <dt>FS</dt><dd>Food Stamps. 0 no 1 yes</dd>
 <dt>FULP</dt><dd>Fuel cost ($, yearly)</dd>
 <dt>GASP</dt><dd>Gas ($, monthly)</dd>
 <dt>MHP</dt><dd>Mobile home costs</dd>$, yearly
 <dt>REFR</dt><dd>Refrigerator, 1 yes, 2 no.</dd>
 <dt>RMSP</dt><dd>Number of rooms in household</dd>
 <dt>RWAT</dt><dd>Hot and cold running water. 1 yes 2 no</dd>
 <dt>SATELLITE</dt><dd>Satellite internet service. 1 yes 2 no.</dd>
 <dt>WATP</dt><dd>Water ($, yearly)</dd>
 <dt>FFINCP</dt><dd>Family income allocation flag (past 12 months) 0 No 1 yes.</dd>
</dl>

acs2016: Excerpt of the 2016 Public Use American Census Survey (Alabama only)

Description

Usage

Arguments

Format