Mathematical statistics with applications in R (Record no. 770)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01842nam a2200229Ia 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250408161606.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230421s2021||||xx |||||||||||||| ||eng|| |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780128178157 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 R36, 3 |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Ramachandran, K. M. |
| Relator term | Author |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Tsokos, P. Chris |
| Relator term | Co-Author |
| 245 #0 - TITLE STATEMENT | |
| Title | Mathematical statistics with applications in R |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | United Kingdom: |
| Name of publisher | Academic Press, |
| Year of publication | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxi, 680p.; 23cms. |
| 500 ## - GENERAL NOTE | |
| General note | Mathematical Statistics with Applications in R, Third Edition, offers a modern calculus-based theoretical introduction to mathematical statistics and applications. The book covers many modern statistical computational and simulation concepts that are not covered in other texts, such as the Jackknife, bootstrap methods, the EM algorithms, and Markov chain Monte Carlo (MCMC) methods, such as the Metropolis algorithm, Metropolis-Hastings algorithm and the Gibbs sampler. By combining discussion on the theory of statistics with a wealth of real-world applications, the book helps students to approach statistical problem-solving in a logical manner. Step-by-step procedure to solve real problems make the topics very accessible.<br/><br/>Presents step-by-step procedures to solve real problems, making each topic more accessible<br/>Provides updated application exercises in each chapter, blending theory and modern methods with the use of R<br/>Includes new chapters on Categorical Data Analysis and Extreme Value Theory with Applications<br/>Wide array coverage of ANOVA, Nonparametric, Bayesian and empirical methods |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Mathematical statistics |
| General subdivision | Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Mathematical statistics |
| General subdivision | R(Computer program language) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Nonparametric, Bayesian and empirical methods |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Shelving location | Full call number | Accession Number | Copy number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|
| Dr. S. R. Ranganathan Library | Dr. S. R. Ranganathan Library | General Stacks | 519.5 R36, 3 | 2767 | 1 | Books | ||||
| Dr. S. R. Ranganathan Library | Dr. S. R. Ranganathan Library | General Stacks | 519.5 R36, 3:1 | 2768 | 2 | Books |