Год выпуска: 2013 Автор: Amitava Saha Издательство: LAP Lambert Academic Publishing Страниц: 196 ISBN: 9783847330714
Описание
Advancement in information technology and enhancement of computing power has made possible application of modern and sophisticated sampling techniques like adaptive cluster sampling, bootstrapping, randomized response etc. in large socio-economic surveys. However, a good number of these have been developed for simple random sampling with replacement (SRSWR) only and thus cannot be applied to complex practical surveys. This book provides an account of improvements on as well as application of advanced statistical methods in practical complex surveys that predominantly use varying selection probabilities. Here developments on adaptive as well as constrained adaptive cluster sampling, bootstrap, compulsory vis-a-vis optional randomized response, scrambled randomized response, privacy protection of respondents, estimation with missing units, logistic regression modelling with randomized response etc. are discussed in the context of practical surveys along with suitable applications....
