The Analysis of Stratified Multiple Responses
Abstract Surveys often contain qualitative variables for which respondents may select any number of the outcome categories. For instance, for the question “What type of contraception have you used?” with possible responses (oral, condom, lubricated condom, spermicide, and diaphragm), respondents wou...
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crwiley:10.1002/bimj.200710395 2024-06-02T08:07:29+00:00 The Analysis of Stratified Multiple Responses Liu, Ivy Suesse, Thomas 2008 http://dx.doi.org/10.1002/bimj.200710395 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fbimj.200710395 https://onlinelibrary.wiley.com/doi/pdf/10.1002/bimj.200710395 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor Biometrical Journal volume 50, issue 1, page 135-149 ISSN 0323-3847 1521-4036 journal-article 2008 crwiley https://doi.org/10.1002/bimj.200710395 2024-05-03T10:40:35Z Abstract Surveys often contain qualitative variables for which respondents may select any number of the outcome categories. For instance, for the question “What type of contraception have you used?” with possible responses (oral, condom, lubricated condom, spermicide, and diaphragm), respondents would be instructed to select as many of the outcomes that apply. This situation is known as multiple responses . When the data includes stratification variables, we discuss two approaches: (1) the “GEE” approach which uses logit models directly applying the generalized estimating equations (GEE) method (Liang and Zeger, 1986); and (2) the “GMH” approach which extends the generalized Mantel–Haenszel type estimators (Greenland, 1989) to make inferences across multiple responses. These approaches can also be used for data with dependent observations across strata. (© 2008 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim) Article in Journal/Newspaper Greenland Wiley Online Library Greenland Biometrical Journal 50 1 135 149 |
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Abstract Surveys often contain qualitative variables for which respondents may select any number of the outcome categories. For instance, for the question “What type of contraception have you used?” with possible responses (oral, condom, lubricated condom, spermicide, and diaphragm), respondents would be instructed to select as many of the outcomes that apply. This situation is known as multiple responses . When the data includes stratification variables, we discuss two approaches: (1) the “GEE” approach which uses logit models directly applying the generalized estimating equations (GEE) method (Liang and Zeger, 1986); and (2) the “GMH” approach which extends the generalized Mantel–Haenszel type estimators (Greenland, 1989) to make inferences across multiple responses. These approaches can also be used for data with dependent observations across strata. (© 2008 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim) |
format |
Article in Journal/Newspaper |
author |
Liu, Ivy Suesse, Thomas |
spellingShingle |
Liu, Ivy Suesse, Thomas The Analysis of Stratified Multiple Responses |
author_facet |
Liu, Ivy Suesse, Thomas |
author_sort |
Liu, Ivy |
title |
The Analysis of Stratified Multiple Responses |
title_short |
The Analysis of Stratified Multiple Responses |
title_full |
The Analysis of Stratified Multiple Responses |
title_fullStr |
The Analysis of Stratified Multiple Responses |
title_full_unstemmed |
The Analysis of Stratified Multiple Responses |
title_sort |
analysis of stratified multiple responses |
publisher |
Wiley |
publishDate |
2008 |
url |
http://dx.doi.org/10.1002/bimj.200710395 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fbimj.200710395 https://onlinelibrary.wiley.com/doi/pdf/10.1002/bimj.200710395 |
geographic |
Greenland |
geographic_facet |
Greenland |
genre |
Greenland |
genre_facet |
Greenland |
op_source |
Biometrical Journal volume 50, issue 1, page 135-149 ISSN 0323-3847 1521-4036 |
op_rights |
http://onlinelibrary.wiley.com/termsAndConditions#vor |
op_doi |
https://doi.org/10.1002/bimj.200710395 |
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Biometrical Journal |
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50 |
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1 |
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135 |
op_container_end_page |
149 |
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1800752577629913088 |