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Analysis of Regression Based on Sampling Weights in Complex Sample Survey : Data from the Korea Youth Risk Behavior Web-Based Survey

Haewon Byeon, Heekyung Jin, Seonghun Yu, Sunghyoun Cho

보안공학연구지원센터(IJUNESST) International Journal of u- and e- Service, Science and Technology Vol.8 No.10 2015.10 pp.65-74

※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

In numerous epidemiological data, complex sample survey including stratification variables and cluster variables is used as a sampling method. This study compared the differences in mean and significant probability depending on the application method of weights when a chi-square test is performed using Complex Sample Survey Data. Multiple regression and complex sample regression analysis were used as analyzing methods. Youth Risk Behavior Web-based Survey (KYRBS) 2012 was used as data source. As a result of multiple regression and complex sample regression analysis, there were differences in mean and significant probability. The result of this study confirmed that in the analysis of data from complex sample surveys, biased variance (standard error) may be drawn out when using Simple Random Sampling Design. When using complex sampling survey data, in order to minimize the error for samples and to have study results that represent overall population, Complex Sampling Design is required.

 
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