03242cam a2200469Ii 4500 ocn953264073 OCoLC 20190328114815.0 m o d cr cnu---unuuu 160708s2016 enk ob 001 0 eng d OPELS eng rda pn OPELS UIU OCLCF UMI YDXCP GGVRL YDX TEFOD CNCGM D6H OCLCQ 953054660 956315810 956735842 957133139 957532360 958096148 9780128041239 (electronic bk.) 0128041234 (electronic bk.) 9780128024409 (print) 0128024402 (print) (OCoLC)953264073 (OCoLC)953054660 (OCoLC)956315810 (OCoLC)956735842 (OCoLC)957133139 (OCoLC)957532360 (OCoLC)958096148 QA276 MAT 003000 bisacsh MAT 029000 bisacsh 519.5 23 Bhattacharya, P. K. author. Theory and methods of statistics / [electronic resource] P. K. Bhattacharya, Prabir Burman. London, UK : Academic Press is an imprint of Elsevier, 2016. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Theory and Methods of Statistics covers essential topics for advanced graduate students and professional research statisticians. This comprehensive resource covers many important areas in one manageable volume, including core subjects such as probability theory, mathematical statistics, and linear models, and various special topics, including nonparametrics, curve estimation, multivariate analysis, time series, and resampling. The book presents subjects such as "maximum likelihood and sufficiency," and is written with an intuitive, heuristic approach to build reader comprehension. It also includes many probability inequalities that are not only useful in the context of this text, but also as a resource for investigating convergence of statistical procedures. Includes bibliographical references and index. Online resource; title from PDF title page (SpringerLink, viewed July 8, 2016). 1. Probability theory -- 2. Some common probability distributions -- 3. Infinite sequences of random variables and their convergence properties -- 4. Basic concepts of statistical inference -- 5. Point estimation in parametric models -- 6. Hypothesis testing -- 7. Methods based on likelihood and their asymptotic properties -- 8. Distribution-free tests for hypothesis testing in nonparametric families -- 9. Curve estimation -- 10. Statistical functionals and their use in robust estimation -- 11. Linear models -- 12. Multivariate analysis -- 13. Time series. Mathematical statistics. Mathematical statistics. fast (OCoLC)fst01012127 MATHEMATICS / Applied. bisacsh MATHEMATICS / Probability & Statistics / General. bisacsh Electronic books. Burman, Prabir, author. Print version: 9780128024409 0128024402 (OCoLC)911073606 ScienceDirect http://www.sciencedirect.com/science/book/9780128024409 247369 247369