A course in statistics with R / (Record no. 22390)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02559cam a2200217 i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9788126578252 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119152736 (Adobe PDF) |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.50285 |
| Item number | TAT |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Author name | Tattar, Prabhanjan, |
| Dates associated with a name | 1979- |
| 245 12 - TITLE STATEMENT | |
| Title | A course in statistics with R / |
| Statement of responsibility, etc | Prabhanjan Narayanachar Tattar, Suresh Ramaiah, B.G. Manjunath. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Chichester, West Sussex : |
| Name of publisher | Wiley, |
| Year of publication | 2016. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxvi, 665 pages: |
| Other physical details | illustrations; |
| Dimensions | 23 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | The Preliminaries. Why R?<br/>The R Basics<br/>Data Preparation and Other Tricks<br/>Exploratory Data Analysis<br/>Probability and Inference. Probability Theory<br/>Probability and Sampling Distributions<br/>Parametric Inference<br/>Nonparametric Inference<br/>Bayesian Inference<br/>Stochastic Processes and Monte Carlo. Stochastic Processes<br/>Monte Carlo Computations<br/>Linear Models. Linear Regression Models<br/>Experimental Designs<br/>Multivariate Statistical Analysis<br/>I<br/>Multivariate Statistical Analysis<br/>II<br/>Categorical Data Analysis<br/>Generalized Linear Models<br/>Appendix A: Open Source Software: An Epilogue<br/>Appendix B: The Statistical Tables |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Integrates the theory and applications of statistics using R A Course in Statistics with R has been written to bridge the gap between theory and applications and explain how mathematical expressions are converted into R programs. The book has been primarily designed as a useful companion for a Masters student during each semester of the course, but will also help applied statisticians in revisiting the underpinnings of the subject. With this dual goal in mind, the book begins with R basics and quickly covers visualization and exploratory analysis. Probability and statistical inference, inclusive of classical, nonparametric, and Bayesian schools, is developed with definitions, motivations, mathematical expression and R programs in a way which will help the reader to understand the mathematical development as well as R implementation. Linear regression models, experimental designs, multivariate analysis, and categorical data analysis are treated in a way which makes effective use of visualization techniques and the related statistical techniques underlying them through practical applications, and hence helps the reader to achieve a clear understanding of the associated statistical models |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Mathematical statistics |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | R (Computer program language) |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Author 2/ Editor | Ramaiah, Suresh, |
| Dates associated with a name | 1979- |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Author 2/ Editor | Manjunath, B. G., |
| Dates associated with a name | 1981- |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Bill Date | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 05/10/2023 | Shah Book House | 649.00 | 2023-01-03 | 519.50285 TAT | 47165 | 05/10/2023 | Books |
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