<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd"><identifier identifierType="DOI">10.7910/DVN/DI19IB</identifier><creators><creator><creatorName nameType="Personal">Goplerud, Max</creatorName><givenName>Max</givenName><familyName>Goplerud</familyName><affiliation>University of Pittsburgh</affiliation></creator></creators><titles><title>Replication Data for: Fast and Accurate Estimation of Non-Nested Binomial Hierarchical Models Using Variational Inference</title></titles><publisher>Harvard Dataverse</publisher><publicationYear>2021</publicationYear><subjects><subject>Social Sciences</subject></subjects><contributors><contributor contributorType="ContactPerson"><contributorName nameType="Personal">Goplerud, Max</contributorName><givenName>Max</givenName><familyName>Goplerud</familyName><affiliation>University of Pittsburgh</affiliation></contributor></contributors><dates><date dateType="Submitted">2021-03-06</date><date dateType="Updated">2021-03-23</date></dates><resourceType resourceTypeGeneral="Dataset"/><sizes><size>2434</size><size>38832605</size></sizes><formats><format>text/markdown</format><format>application/zip</format></formats><version>1.0</version><rightsList><rights rightsURI="info:eu-repo/semantics/openAccess"/><rights rightsURI="https://creativecommons.org/publicdomain/zero/1.0/">CC0 Waiver</rights></rightsList><descriptions><description descriptionType="Abstract">Replication data for the results in Goplerud (2021) "Fast and Accurate Estimation of Non-Nested Binomial Hierarchical Models Using Variational Inference".</description><description descriptionType="Other">The R package to estimate the variational models can be installed from https://github.com/mgoplerud/vglmer


The original data from Ghitza and Gelman (2013) should be downloaded from their dataverse: https://doi.org/10.7910/DVN/PZAOO6


The README file provides a description of the files and data structure.

An ungated link to the paper can be found here: https://arxiv.org/abs/2007.12300</description></descriptions><geoLocations/></resource>