PRODUCT EXPONENTIAL METHOD OF IMPUTATION IN SAMPLE SURVEYS
نویسندگان
چکیده
منابع مشابه
Nonparametric imputation method for nonresponse in surveys
Many imputation methods are based on statistical models that assume that the variable of interest is a noisy observation of a function of the auxiliary variables or covariates. Misspecification of this model may lead to severe errors in estimates and to misleading conclusions. A new imputation method for item nonresponse in surveys is proposed based on a nonparametric estimation of the function...
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A census is a complete enumeration of the population: data are collected from every unit in the population. In a survey, a subset of the population, called a sample, is taken. Census are taken at regular but infrequent intervals, e.g. every 5 or 10 years. In between, surveys are used to update results. The selection and estimation procedures of official surveys are almost always based on previo...
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ژورنال
عنوان ژورنال: Statistics in Transition New Series
سال: 2018
ISSN: 1234-7655,2450-0291
DOI: 10.21307/stattrans-2018-010