Basics of modern mathematical statistics (Record no. 102776)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01822nam a22001937a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783642399084 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 SPO |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Spokoiny, V.; Dickhaus, Thorsten, |
| 245 ## - TITLE STATEMENT | |
| Title | Basics of modern mathematical statistics |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Germany |
| Name of publisher, distributor, etc. | Springer |
| Date of publication, distribution, etc. | 2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 296 p. |
| Other physical details | 24 cm; Hard |
| 500 ## - GENERAL NOTE | |
| General note | Alpha/2240 & 08- Mar-16/Rs.4014/- |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Basic notions.- Parameter Estimation for an i.i.d. Model.- Regression Estimation.- Estimation in Linear Models.- Bayes Estimation.- Testing a Statistical Hypothesis.- Testing in Linear Models.- Some other Testing Methods.- Deviation Probability for Quadratic Forms. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This textbook provides a unified and self-contained presentation of the main approaches to and ideas of mathematical statistics. It collects the basic mathematical ideas and tools needed as a basis for more serious study or even independent research in statistics. The majority of existing textbooks in mathematical statistics follow the classical asymptotic framework. Yet, as modern statistics has changed rapidly in recent years, new methods and approaches have appeared. The emphasis is on finite sample behavior, large parameter dimensions, and model misspecifications. The present book provides a fully self-contained introduction to the world of modern mathematical statistics, collecting the basic knowledge, concepts and findings needed for doing further research in the modern theoretical and applied statistics. This textbook is primarily intended for graduate and postdoc students and young researchers who are interested in modern statistical methods. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematical statistics |
| -- | Computer science |
| -- | Statistics |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vladimir Spokoiny,; Thorsten Dickhaus |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://www.springer.com/gp/book/9783642399084">http://www.springer.com/gp/book/9783642399084</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSB Collection | 09/03/2016 | 0.00 | 519.5 SPO | B2063 | 11/03/2016 | 22/06/2019 | Books |