Estimating regression standard errors with data from the current population survey's public use file.
This study examines whether reasonable standard errors for multivariate models can be calculated using the public use file of the Current Population Survey's Annual Social and Economic Supplement (CPS ASEC). We restrict our analysis to the 2003 CPS ASEC and model three dependent variables at the ind...
| Publicado en: | Inquiry (00469580) Vol. 44; no. 2; pp. 211 - 225 |
|---|---|
| Autores principales: | , , , , |
| Formato: | research Journal Article |
| Publicado: |
Sage Publications Inc.
Summer2007
|
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=105985217&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 105985217 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 00469580 INQ jtl: Inquiry (00469580) issn: 00469580 maglogo: Y pubinfo: dt: Summer2007 vid: 44 iid: 2 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 105985217 105985217 2009661664 10.5034/inquiryjrnl_44.2.211 NLM17850046 105985217 ppf: 211 ppct: 14 formats: fmt: @attributes: type: P tig: atl: Estimating regression standard errors with data from the current population survey's public use file. aug: au: Davern M Jones A Jr. Lepkowski G Davidson G Blewett LA affil: School of Public Health, University of Minnesota, 2221 University Ave, SE, Suiter 345, Minneapolis, MN 55414; daver004@umn.edu sug: subj: Health Services Research Methods Insurance, Health Trends Multivariate Analysis Surveys Insurance Coverage Trends Insurance Coverage Insurance, Health Logistic Regression Poverty Trends Poverty Reproducibility of Results Resource Databases United States Human ab: This study examines whether reasonable standard errors for multivariate models can be calculated using the public use file of the Current Population Survey's Annual Social and Economic Supplement (CPS ASEC). We restrict our analysis to the 2003 CPS ASEC and model three dependent variables at the individual level. income, poverty, and health insurance coverage. We compare standard error estimates performed on the CPS ASEC public use file with those obtained from the Census Bureau's restricted internal data that include all the relevant sampling information needed to compute standard errors adjusted for the complex survey sample design. Our analysis shows that the multivariate standard error estimates derived from the public use CPS ASEC following our specification perform relatively well compared to the estimates derived from the internal Census Bureau file. However, it is essential that users of CPS ASEC data do not simply choose any available method since three of the methods commonly used for adjusting for the complex sample design produce substantially different estimates. pubtype: Academic Journal doctype: research Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
|---|