000 a
999 _c30270
_d30270
008 211206b xxu||||| |||| 00| 0 eng d
020 _a9781107676510
082 _a519.536
_bGEL
100 _aGelman, Andrew
245 _aRegression and other stories
260 _b University Press,
_c2021
_aCambridge :
300 _axv, 534 p. ;
_bill.,
_c25 cm
365 _b34.99
_cGBP
_d104.60
490 _aAnalytical methods for social research
504 _aIncludes bibliographical references and indexes.
520 _aMany textbooks on regression focus on theory and the simplest examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is a book about how to use regression to solve real problems of comparison, estimation, prediction, and causal inference. It focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use fresh out of the box.
650 _aRegression analysis
650 _aMathematical models
650 _aScientific applications
710 _aHill, Jennifer
710 _aVehtari, Aki
942 _2ddc
_cBK