Guidance for use of weights: an analysis of different types of weights and their implications when using SAS PROCs

SAS and other popular statistical packages provide support for survey data with sampling weights. For example, PROC MEANS and PROC LOGISTIC in SAS have their counterparts PROC SURVEYMEANS and PROC SURVEYLOGISTIC to facilitate analysis of data from complex survey studies. On the other hand, PROC MEAN...

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Autores principales: Richardson, Sabrina, Lin, Tuo, Li, Yangyi, Niu, Xiaohui, Xu, Manfei, Stander, Valerie, Tu, Xin M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2019
Materias:
Biostatistical Methods in Psychiatry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6551439/
https://www.ncbi.nlm.nih.gov/pubmed/31179424
http://dx.doi.org/10.1136/gpsych-2018-100038
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author Richardson, Sabrina
Lin, Tuo
Li, Yangyi
Niu, Xiaohui
Xu, Manfei
Stander, Valerie
Tu, Xin M
author_facet Richardson, Sabrina
Lin, Tuo
Li, Yangyi
Niu, Xiaohui
Xu, Manfei
Stander, Valerie
Tu, Xin M
author_sort Richardson, Sabrina
collection PubMed
description SAS and other popular statistical packages provide support for survey data with sampling weights. For example, PROC MEANS and PROC LOGISTIC in SAS have their counterparts PROC SURVEYMEANS and PROC SURVEYLOGISTIC to facilitate analysis of data from complex survey studies. On the other hand, PROC MEANS and many other classic SAS procedures also provide an option for including weights and yield identical point estimates, but different standard errors (SEs), as their corresponding survey procedures. This paper takes an in-depth look at different types of weights and provides guidance on use of different SAS procedures.
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spelling pubmed-65514392019-06-07 Guidance for use of weights: an analysis of different types of weights and their implications when using SAS PROCs Richardson, Sabrina Lin, Tuo Li, Yangyi Niu, Xiaohui Xu, Manfei Stander, Valerie Tu, Xin M Gen Psychiatr Biostatistical Methods in Psychiatry SAS and other popular statistical packages provide support for survey data with sampling weights. For example, PROC MEANS and PROC LOGISTIC in SAS have their counterparts PROC SURVEYMEANS and PROC SURVEYLOGISTIC to facilitate analysis of data from complex survey studies. On the other hand, PROC MEANS and many other classic SAS procedures also provide an option for including weights and yield identical point estimates, but different standard errors (SEs), as their corresponding survey procedures. This paper takes an in-depth look at different types of weights and provides guidance on use of different SAS procedures. BMJ Publishing Group 2019-02-20 /pmc/articles/PMC6551439/ /pubmed/31179424 http://dx.doi.org/10.1136/gpsych-2018-100038 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0
spellingShingle Biostatistical Methods in Psychiatry
Richardson, Sabrina
Lin, Tuo
Li, Yangyi
Niu, Xiaohui
Xu, Manfei
Stander, Valerie
Tu, Xin M
Guidance for use of weights: an analysis of different types of weights and their implications when using SAS PROCs
title Guidance for use of weights: an analysis of different types of weights and their implications when using SAS PROCs
title_full Guidance for use of weights: an analysis of different types of weights and their implications when using SAS PROCs
title_fullStr Guidance for use of weights: an analysis of different types of weights and their implications when using SAS PROCs
title_full_unstemmed Guidance for use of weights: an analysis of different types of weights and their implications when using SAS PROCs
title_short Guidance for use of weights: an analysis of different types of weights and their implications when using SAS PROCs
title_sort guidance for use of weights: an analysis of different types of weights and their implications when using sas procs
topic Biostatistical Methods in Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6551439/
https://www.ncbi.nlm.nih.gov/pubmed/31179424
http://dx.doi.org/10.1136/gpsych-2018-100038
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