02502nam a22002657a 4500 20220616125028.0 220616b |||||||| |||| 00| 0 eng d 9781441923226 :International Book Distributors :Flat No 17, Prakash Apartment 4405/2, 5 Ansari Road Darya Ganj New Delhi :117823 ;30/05/2022 519.5 WAS Wasserman, Larry All of statistics : a concise course in statistical inference / Larry Wasserman New York : Springer, ©2004 xix, 442p : illustrations ; 24 cm 5072 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. "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 Mathematics Probabilities and applied mathematics Statistics. Mathematical statistics. Statistics as Topic Wasserman, Larry, BOOK 59386 59386 0 0 ddc 0 1 SNUL SNUL 2022-06-16 International Book Distributors 5072.00 519.5 WAS 28759 2022-06-16 00:00:00 2022-06-16 BOOK Books Shifted in Mathematics Dept.