지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제8권 제6호
- 발행연도
- 2006.1
- 수록면
- 2,157 - 2,172 (16page)
이용수
초록· 키워드
오류제보하기
We have studied imputation and variance estimation method under the regression imputation model. We proposed the best linear unbiased predicted value as an imputed value under the model, and obtained unbiased variance estimator of the imputed sample mean. Basically, our method is an extension of Sarndal's(1992) model based approach to general regression model. Through a simulation study, we confirmed that the sample mean after the prediction imputation is nearly unbiased under nonignorable as well as ignorable response mechanism and the proposed variance estimator is more efficient than other known adjusted variance estimators. Furthermore, the proposed variance estimator is applicable regardless of ignorable or nonignorable response mechanism.
목차
등록된 정보가 없습니다.
참고문헌 (16)
참고문헌 신청
/ 1978 / Multiple imputations in sample survey A phenomeno-logical bayesian approach to nonresponse Proceedings of the Section on Survey Research Methods : 20 ~ 28
/ 1987 / Multiple Imputation for Nonresponse in Survey
/ 1992 / Jackknife variance estimation with survey data under hot deck imputation : 811 ~ 822
/ 1992 / Methods for estimating the precision of survey estimates when imputation has been used 18 : 241 ~ 252
/ 1992 / Prediction Theory for the Finite Populations
/ 1987 / Multiple Imputation for Nonresponse in Survey
/ 1992 / Jackknife variance estimation with survey data under hot deck imputation : 811 ~ 822
/ 1992 / Methods for estimating the precision of survey estimates when imputation has been used 18 : 241 ~ 252
/ 1992 / Prediction Theory for the Finite Populations
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
REGRESSION FRACTIONAL HOT DECK IMPUTATION
JKSS(Journal of the Korean Statistical Society)
2007 .01
-
INFERENCE AFTER STOCHASTIC REGRESSION IMPUTATION UNDER RESPONSE MODEL
JKSS(Journal of the Korean Statistical Society)
2003 .01
-
Parametric fractional imputation for nonignorable missing data
JKSS(Journal of the Korean Statistical Society)
2012 .01
-
Jackknife Variance Estimation under Imputation for Nonrandom Nonresponse with Follow-ups
JKSS(Journal of the Korean Statistical Society)
2000 .01
-
Comparison of Five Single Imputation Methods in General Missing Pattern
한국데이터정보과학회지
2004 .12
-
Comparative Study on Imputation Procedures in Exponential Regression Model with missing values
한국데이터정보과학회지
2003 .06
-
Fully Efficient Fractional Imputation for Incomplete Contingency Tables
한국데이터정보과학회지
2004 .12
-
On Estimating the Variance of a Normal Distribution With Known Coefficient of Variation
JKSS(Journal of the Korean Statistical Society)
1978 .01
-
Application of imputation methods with adjusting multi-center effect on Crohns disease data in Korea
한국데이터정보과학회지
2018 .03
이 논문의 저자 정보
최근 본 자료
댓글(0)
0