By Steven G. Heeringa
Taking a realistic procedure that attracts at the authors’ vast instructing, consulting, and learn stories, Applied Survey facts Analysis offers an intermediate-level statistical assessment of the research of advanced pattern survey information. It emphasizes equipment and labored examples utilizing on hand software program techniques whereas reinforcing the rules and conception that underlie these methods.
After introducing a step by step technique for coming near near a survey research challenge, the e-book offers the basic positive aspects of complicated pattern designs and indicates the best way to combine layout features into the statistical equipment and software program for survey estimation and inference. The authors then specialize in the tools and versions utilized in examining non-stop, specific, and count-dependent variables; occasion background; and lacking info difficulties. many of the recommendations mentioned contain univariate descriptive and easy bivariate analyses, the linear regression version, generalized linear regression modeling tools, the Cox proportional dangers version, discrete time versions, and the a number of imputation research procedure. the ultimate bankruptcy covers new advancements in survey purposes of complex statistical recommendations, together with model-based research approaches.
Designed for readers operating in a big selection of disciplines who use survey info of their paintings, this booklet additionally presents an invaluable framework for integrating extra in-depth reviews of the speculation and techniques of survey info research. A advisor to the utilized statistical research and interpretation of survey facts, it comprises many examples and sensible routines according to significant real-world survey info units. even if 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