Analyzing Spatial Models of Choice and Judgment with R

Analyzing Spatial Models of Choice and Judgment with R

AngličtinaPevná väzba
Bakker Ryan
Taylor & Francis Inc
EAN: 9781466517158
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Podrobné informácie

Modern Methods for Evaluating Your Social Science Data

With recent advances in computing power and the widespread availability of political choice data, such as legislative roll call and public opinion survey data, the empirical estimation of spatial models has never been easier or more popular. Analyzing Spatial Models of Choice and Judgment with R demonstrates how to estimate and interpret spatial models using a variety of methods with the popular, open-source programming language R.

Requiring basic knowledge of R, the book enables researchers to apply the methods to their own data. Also suitable for expert methodologists, it presents the latest methods for modeling the distances between points—not the locations of the points themselves. This distinction has important implications for understanding scaling results, particularly how uncertainty spreads throughout the entire point configuration and how results are identified.

In each chapter, the authors explain the basic theory behind the spatial model, then illustrate the estimation techniques and explore their historical development, and finally discuss the advantages and limitations of the methods. They also demonstrate step by step how to implement each method using R with actual datasets. The R code and datasets are available on the book’s website.

EAN 9781466517158
ISBN 1466517158
Typ produktu Pevná väzba
Vydavateľ Taylor & Francis Inc
Dátum vydania 7. februára 2014
Stránky 356
Jazyk English
Rozmery 235 x 156
Krajina United States
Čitatelia General
Autori Armstrong, II David A.; Bakker Ryan; Carroll, Royce; Hare Christopher; Poole Keith T.; Rosenthal Howard
Ilustrácie 13 Tables, black and white; 81 Illustrations, black and white
Séria Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences