Probability and Statistics (4th Edition) by Morris H. DeGroot and Mark J. Schervish
English | ISBN: 0321500466 | 2011 | 911 pages | PDF | 6,1 MB
English | ISBN: 0321500466 | 2011 | 911 pages | PDF | 6,1 MB
The revision of this well-respected text presents a balanced approach of the classical and Bayesian methods and now includes a chapter on simulation (including Markov chain Monte Carlo and the Bootstrap), coverage of residual analysis in linear models, and many examples using real data.
Calculus is assumed as a prerequisite, and a familiarity with the concepts and elementary properties of vectors and matrices is a plus.