000 02275cam a2200253 a 4500
999 _c23220
_d23220
010 _a 2012934051
020 _a9781597181105
020 _a1597181102
082 0 0 _a519.50285
100 1 _aKohler, Ulrich,
_958850
245 1 0 _aData analysis using stata /
_cUlrich Kohler, Frauke Kreuter.
250 _a3rd ed.
260 _aCollege Station, Tex. :
_bStata Press,
_cc2012.
300 _axxvi, 497 p. ;
_bill. :
_c24 cm.
504 _aIncludes bibliographical references (p. [477]-482) and indexes.
520 _aData Analysis Using Stata, Third Editionis a comprehensive introduction to both statistical methods and Stata. Beginners will learn the logic of data analysis and interpretation and easily become self-sufficient data analysts. Readers already familiar with Stata will find it an enjoyable resource for picking up new tips and tricks. The book is written as a self-study tutorial and organized around examples. It interactively introduces statistical techniques such as data exploration, description, and regression techniques for continuous and binary dependent variables. Step by step, readers move through the entire process of data analysis and in doing so learn the principles of Stata, data manipulation, graphical representation, and programs to automate repetitive tasks. This third edition includes advanced topics, such as factor-variables notation, average marginal effects, standard errors in complex survey, and multiple imputation in a way, that beginners of both data analysis and Stata can understand. Using data from a longitudinal study of private households, the authors provide examples from the social sciences that are relatable to researchers from all disciplines. The examples emphasize good statistical practice and reproducible research. Readers are encouraged to download the companion package of datasets to replicate the examples as they work through the book. Each chapter ends with exercises to consolidate acquired skills.
650 0 _aStatistics
_xData processing.
_936422
650 0 _aMathematical statistics
_xData processing.
_913346
700 1 _aKreuter, Frauke.
_958851
856 _uhttps://uowd.box.com/s/qb1me0s3046evk008bsvl8f0v0cngh64
_zLocation Map