By Steven G. Heeringa
Taking a pragmatic process that pulls at the authors’ broad educating, consulting, and examine reviews, Applied Survey info Analysis offers an intermediate-level statistical evaluate of the research of complicated pattern survey information. It emphasizes tools and labored examples utilizing on hand software program systems whereas reinforcing the rules and conception that underlie these methods.
After introducing a step by step method for imminent a survey research challenge, the ebook offers the elemental gains of advanced pattern designs and exhibits the way to combine layout features into the statistical tools and software program for survey estimation and inference. The authors then specialize in the tools and types utilized in reading non-stop, specific, and count-dependent variables; occasion heritage; and lacking info difficulties. a few of the options mentioned comprise univariate descriptive and easy bivariate analyses, the linear regression version, generalized linear regression modeling equipment, the Cox proportional dangers version, discrete time types, and the a number of imputation research process. the ultimate bankruptcy covers new advancements in survey functions of complicated statistical options, together with model-based research approaches.
Designed for readers operating in a big selection of disciplines who use survey facts of their paintings, this booklet additionally offers an invaluable framework for integrating extra in-depth reports of the idea and techniques of survey information research. A consultant to the utilized statistical research and interpretation of survey information, it includes many examples and useful routines according to significant real-world survey facts units. even though the authors use Stata for many examples within the textual content, they provide SAS, SPSS, SUDAAN, R, WesVar, IVEware, and Mplus software program code for replicating the examples at the book’s site: http://www.isr.umich.edu/src/smp/asda/
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Applied Survey Data Analysis (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) by Steven G. Heeringa
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