Mathematical Statistics [perpetual] (Record no. 563550)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01993 a2200241 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240401114617.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210204b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780387217185 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IIT Kanpur |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | Sh21m |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Shao, Jun |
| 245 ## - TITLE STATEMENT | |
| Title | Mathematical Statistics [perpetual] |
| Statement of responsibility, etc | Jun Shao |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher | Springer |
| Place of publication | New York |
| Year of publication | 2003 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | ix, 575p |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Springer Texts in Statistics |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This graduate textbook covers topics in statistical theory essential for graduate students preparing for work on a Ph.D. degree in statistics. The first chapter provides a quick overview of concepts and results in measure-theoretic probability theory that are useful in statistics. The second chapter introduces some fundamental concepts in statistical decision theory and inference. Chapters 3-7 contain detailed studies on some important topics: unbiased estimation, parametric estimation, nonparametric estimation, hypothesis testing, and confidence sets. A large number of exercises in each chapter provide not only practice problems for students, but also many additional results. In addition to improving the presentation, the new edition makes Chapter 1 a self-contained chapter for probability theory with emphasis in statistics. Added topics include useful moment inequalities, more discussions of moment generating and characteristic functions, conditional independence, Markov chains, martingales, Edgeworth and Cornish-Fisher expansions, and proofs to many key theorems such as the dominated convergence theorem, monotone convergence theorem, uniqueness theorem, continuity theorem, law of large numbers, and central limit theorem. A new section in Chapter 5 introduces semiparametric models, and a number of new exercises were added to each chapter. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Mathematical Statistics |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://link.springer.com/book/10.1007%2Fb97553 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | E books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Electronic Resources | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 2021-07-20 | 88 | 21515.60 | 519.5 Sh21m | EBK10676 | 20491.04 | E books |