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Loveless, Matthew,

Political analysis : a guide to data & statistics / Matthew Loveless. - vi, 492 pages : illustrations (black and white) ;

The scientific method and statistics -- Theory and hypotheses -- Data and variables -- Research and design -- Statistics and the scientific study of politics -- I. Descriptive statistics -- Univariate descriptive statistics -- Measures of association I : nominal - and ordinal-level variables -- Measures of association II : means comparison and correlation -- Measures of association III : (Bivariate) regression -- II. Inferential statistics -- An introduction to inference -- Inference for nominal- and ordinal-level variables -- The central limit theorem -- Inference for interval-level variables -- III. Multiple regression -- Multiple regression -- Extensions to multiple regression -- Issues with multiple regression -- Binary logistics regression -- Categorical and limited dependent variables -- IV. Current debates -- Big alternatives -- The ethics of data analysis.

ISBN: 9781529774849 9781529774832

Subjects--Topical Terms:
Political statistics.

Dewey Class. No.: 320.0727