Practical Tools for Designing and Weighting Survey Samples

 Paperback
ISBN-13:
9781489993816
Veröffentl:
2015
Einband:
Paperback
Erscheinungsdatum:
15.06.2015
Seiten:
692
Autor:
Richard Valliant
Gewicht:
1031 g
Format:
235x155x37 mm
Serie:
51, Statistics for Social and Behavioral Sciences
Sprache:
Englisch
Beschreibung:

Survey sampling is fundamentally an applied field. The goal in this book is to put an array of tools at the fingertips of practitioners by explaining approaches long used by survey statisticians, illustrating how existing software can be used to solve survey problems, and developing some specialized software where needed. This book serves at least three audiences: (1) Students seeking a more in-depth understanding of applied sampling either through a second semester-long course or by way of a supplementary reference; (2) Survey statisticians searching for practical guidance on how to apply concepts learned in theoretical or applied sampling courses; and (3) Social scientists and other survey practitioners who desire insight into the statistical thinking and steps taken to design, select, and weight random survey samples.Several survey data sets are used to illustrate how to design samples, to make estimates from complex surveys for use in optimizing the sample allocation, and to calculate weights. Realistic survey projects are used to demonstrate the challenges and provide a context for the solutions. The book covers several topics that either are not included or are dealt with in a limited way in other texts. These areas include: sample size computations for multistage designs; power calculations related to surveys; mathematical programming for sample allocation in a multi-criteria optimization setting; nuts and bolts of area probability sampling; multiphase designs; quality control of survey operations; and statistical software for survey sampling and estimation. An associated R package, PracTools, contains a number of specialized functions for sample size and other calculations. The data sets used in the book are also available in PracTools, so that the reader may replicate the examples or perform further analyses.
Presents an array of tools at the fingertips of practitioners by explaining approaches long used by survey statisticians
Designing Single-stage Sample Surveys.- Multistage Designs.- Survey Weights and Analyses.- Other Topics.- Appendices.

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