04235oam 2200565I 450 991078757840332120230807204131.00-429-10216-X1-4665-7756-810.1201/b15675 (CKB)2670000000395017(EBL)1398215(SSID)ssj0001034782(PQKBManifestationID)11645416(PQKBTitleCode)TC0001034782(PQKBWorkID)11017413(PQKB)11478665(OCoLC)887498820(MiAaPQ)EBC1398215(OCoLC)885198919(EXLCZ)99267000000039501720180331h20152015 uy 0engur|n|---|||||txtccrNetwork and adaptive sampling /Arijit Chaudhuri, Applied Statistics Unit, Indian Statistical Institute, Kolkata, IndiaBoca Raton :CRC Press, Taylor & Francis Group,[2015]©20151 online resource (132 p.)A Science Publishers book.1-322-63837-3 1-4665-7757-6 Includes bibliographical references.Front Cover; Dedication; Preface; Acknowledgment; Chapter-wise Summary; List of Abbreviations; Contents; Chapter 1: Notations and Introduction; Chapter 2: Sampling and Estimation Methods; Chapter 3: Plea for Network Sampling; Chapter 4: Need for Adaptive Sampling; Chapter 5: Adaptive and Network in Tandem with Constraints; Chapter 6: Applications and Case Studies; Chapter 7: A Brief Review of Available Literature; Appendix; BibliographyCombining the two statistical techniques of network sampling and adaptive sampling, this book illustrates the advantages of using them in tandem to effectively capture sparsely located elements in unknown pockets. It shows how network sampling is a reliable guide in capturing inaccessible entities through linked auxiliaries. The text also explores how adaptive sampling is strengthened in information content through subsidiary sampling with devices to mitigate unmanageable expanding sample sizes. Empirical data illustrates the applicability of both methods--Provided by publisher.Preface Network Sampling was possibly invented by Sirken (1970, 1983) while Chaudhuri and Stenger (2005) briefly narrated his theory; and J.N.K. Rao (1999) further elaborated about this subject as introduced by Sirken. Chaudhuri's (2000) exposition on it thrives on the foundation laid by Thompson (1990,1992) and Thompson and Seber (1996) on 'Network Sampling', named by the latter two researchers. In this treatise we shall follow this approach. Adaptive Sampling too, from what is understood, originated through the researches made by Thompson (1990, 1992) while Thompson and Seber (1996) and further strengthened by Chaudhuri (2000). Salehi and Seber (2002) and Seber and Salehi (2013) have also contributed immensely to the subject. But the aspects of Network Sampling and Adaptive Sampling which will be discussed in the present volume are confined mainly to the contributions published in the follwing documents bearing participation by us: Chaudhuri (2000, 2010), Chaudhuri and Saha (2004), Chaudhuri, Bose and Ghosh (2004), Chaudhuri and Stenger (2005), Chaudhuri, Bose and Dihidar (2005) and an exposure by Chaudhuri and Dihidar (2010) plus the current involvement as in Chaudhuri (2011). First, let us shed some light on the subject. In a standard household survey our intention may be to serviceably estimate the population total or mean of a variable which is an important consideration but is valued zero for many households while it is substantial for many others. However, before conducting the survey viii Network and Adpative Sampling--Provided by publisher.Adaptive sampling (Statistics)Adaptive sampling (Statistics)519.5/2519.52MAT029000bisacshChaudhuri Arijit1940,1491032FlBoTFGFlBoTFGBOOK9910787578403321Network and adaptive sampling3805484UNINA