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008			240724s2020 xx o ||||0 eng d
020			_a9789292622237 _q(electronic bk.)
020			_z9789292622220
035			_a(MiAaPQ)EBC6275204
035			_a(Au-PeEL)EBL6275204
035			_a(OCoLC)1223090848
040			_aMiAaPQ _beng _erda _epn _cMiAaPQ _dMiAaPQ
050		4	_aNA2540.5 .A853 2020
082	0		_a361.32
245	1	0	_aIntroduction to Small Area Estimation Techniques : _bA Practical Guide for National Statistics Offices.
250			_a1st ed.
264		1	_aManila : _bAsian Development Bank, _c2020.
264		4	_c©2020.
300			_a1 online resource (112 pages)
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
505	0		_aCover -- Title -- Copyright -- Contents -- Tables, Figures, and Boxes -- Foreword -- Acknowledgments -- Abbreviations -- Chapter I: Introduction -- 1.1. What is Small Area Estimation and Why Do We Need It? -- Chapter II: Developing a Small Area Estimation Plan -- 2.1 Goal or Purpose of Small Area Estimation -- 2.2 Variable of Interest -- 2.3 Level of Disaggregation and Data Requirements -- 2.4 Approach to Small Area Estimation and Choosing a Specific Technique or Model -- 2.5 Quality Assessment of the Small Area Estimates -- 2.6 Dissemination Strategy for Presentation of the Small Area Estimates -- Chapter III: Data Management Using R -- 3.1 Overview of R and RStudio -- 3.2 Fundamentals of R -- 3.3 Data Manipulation Using dplyr and tidyr -- 3.4 Linear Regression in R -- 3.5 R Packages for Small Area Estimation -- Chapter IV: Approaches in Small Area Estimation -- 4.1 Direct Survey Estimation -- 4.2 Small Area Estimation Using Auxiliary Information -- 4.3 Small Area Estimation Using Regression-Based Models -- Chapter V: Visualizing Small Area Estimates Using R -- Chapter VI: Conclusion -- Appendixes -- 1. Description of R Packages Identified and Used in the Illustrations -- 2. Data Files Identified and Used in the Illustrations -- 3. Model Building -- References.
588			_aDescription based on publisher supplied metadata and other sources.
590			_aElectronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
650		0	_aNational Statistics.
655		4	_aElectronic books.
776	0	8	_iPrint version: _a _tIntroduction to Small Area Estimation Techniques _dManila : Asian Development Bank,c2020 _z9789292622220
797	2		_aProQuest (Firm)
856	4	0	_uhttps://ebookcentral.proquest.com/lib/orpp/detail.action?docID=6275204 _zClick to View
999			_c19877 _d19877