000			02502nam a22002657a 4500
005			20220616125028.0
008			220616b |||||||| |||| 00| 0 eng d
020			_a9781441923226
028			_a:International Book Distributors _b:Flat No 17, Prakash Apartment 4405/2, 5 Ansari Road Darya Ganj New Delhi _c:117823 _d;30/05/2022
082			_a519.5 WAS
100			_aWasserman, Larry
245			_aAll of statistics _b: a concise course in statistical inference _c/ Larry Wasserman
260			_aNew York _b: Springer, _c©2004
300			_axix, 442p _b : illustrations _c ; 24 cm
365			_b5072
505			_a I. Probability -- 1. Probability -- 2. Random Variables -- 3. Expectation -- 4. Inequalities -- 5. Convergence of Random Variables -- II. Statistical Inference -- 6. Models, Statistical Inference and Learning -- 7. Estimating the CDF and Statistical Functionals -- 8. The Bootstrap -- 9. Parametric Inference -- 10. Hypothesis Testing and p-values -- 11. Bayesian Inference -- 12. Statistical Decision Theory -- III. Statistical Models and Methods -- 13. Linear and Logistic Regression -- 14. Multivariate Models -- 15. Inference About Independence -- 16. Causal Inference -- 17. Directed Graphs and Conditional Independence -- 18. Undirected Graphs -- 19. Log-Linear Models -- 20. Nonparametric Curve Estimation -- 21. Smoothing Using Orthogonal Functions -- 22. Classification -- 23. Probability Redux: Stochastic Processes -- 24. Simulation Methods.
520			_a "This book is for people who want to learn probability and statistics quickly. It brings together many of the main ideas in modern statistics in one place. The book is suitable for students and researchers in statistics, computer science, data mining, and machine learning." "This book covers a much wider range of topics than a typical introductory text on mathematical statistics. It includes modern topics like nonparametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is assumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. The text can be used at the advanced undergraduate and graduate levels."--Jacket
650			_aMathematics
650			_aProbabilities and applied mathematics
650			_aStatistics.
650			_aMathematical statistics.
650			_aStatistics as Topic
700			_aWasserman, Larry,
942			_cBOOK
999			_c59386 _d59386