By Steven G. Heeringa
Taking a realistic procedure that pulls at the authors’ huge educating, consulting, and learn reports, Applied Survey info Analysis presents an intermediate-level statistical review of the research of advanced pattern survey facts. It emphasizes tools and labored examples utilizing to be had software program techniques whereas reinforcing the foundations and thought that underlie these methods.
After introducing a step by step technique for imminent a survey research challenge, the ebook provides the basic positive aspects of advanced pattern designs and indicates find out how to combine layout features into the statistical tools and software program for survey estimation and inference. The authors then concentrate on the tools and types utilized in studying non-stop, specific, and count-dependent variables; occasion historical past; and lacking information difficulties. a number of the recommendations mentioned contain univariate descriptive and straightforward bivariate analyses, the linear regression version, generalized linear regression modeling tools, the Cox proportional risks version, discrete time versions, and the a number of imputation research technique. the ultimate bankruptcy covers new advancements in survey functions of complicated statistical recommendations, together with model-based research approaches.
Designed for readers operating in a big selection of disciplines who use survey information of their paintings, this booklet additionally presents an invaluable framework for integrating extra in-depth experiences of the idea and strategies of survey information research. A consultant to the utilized statistical research and interpretation of survey information, it includes many examples and useful workouts according to significant real-world survey information units. even though the authors use Stata for many examples within the textual content, they give SAS, SPSS, SUDAAN, R, WesVar, IVEware, and Mplus software program code for replicating the examples at the book’s web site: http://www.isr.umich.edu/src/smp/asda/
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Extra resources for Applied Survey Data Analysis (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)