Multilevel modeling using R/ (Record no. 435872)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02181nam a22002657a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | ISI Library, Kolkata |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240902125943.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781466517158 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | ISI Library |
| Language of cataloging | English |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23rd. |
| Classification number | 005.753 |
| Item number | F492 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Relator term | author |
| Personal name | Finch, W. Holmes |
| 245 10 - TITLE STATEMENT | |
| Title | Multilevel modeling using R/ |
| Statement of responsibility, etc | W. Holmes Finch |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Boca Raton: |
| Name of publisher, distributor, etc | CRC Press, |
| Date of publication, distribution, etc | 2014 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 216 pages; |
| Other physical details | dig.; |
| Dimensions | 23.5 cm. |
| 490 0# - SERIES STATEMENT | |
| Series statement | Statistics in the Social and Behavioral Sciences Series |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes references and index |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Linear Models -- Introduction to Multilevel Data Structure -- Fitting Two- Level Models in R -- Models of Three and More Levels -- Longitudinal Data Analysis Using Multilevel Models -- Graphing Data in Multilevel Contexts -- Brief Introduction to Generalized Linear Models -- Multilevel Generalized Linear Models -- Bayesian Multilevel Models |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | A powerful tool for analyzing nested designs in a variety of fields, multilevel/hierarchical modeling allows researchers to account for data collected at multiple levels. Multilevel Modeling Using R provides you with a helpful guide to conducting multilevel data modeling using the R software environment. After reviewing standard linear models, the authors present the basics of multilevel models and explain how to fit these models using R. They then show how to employ multilevel modeling with longitudinal data and demonstrate the valuable graphical options in R. The book also describes models for categorical dependent variables in both single level and multilevel data. The book concludes with Bayesian fitting of multilevel models. For those new to R, the appendix provides an introduction to this system that covers basic R knowledge necessary to run the models in the book. Through the R code and detailed explanations provided, this book gives you the tools to launch your own investigations in multilevel modeling and gain insight into your research. |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematics |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistical Method |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Multivariate Analysis |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bolin, Jocelyn E. |
| Relator term | author |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kelley, Ken |
| Relator term | author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Lost status | Not for loan | Home library | Current library | Date acquired | Full call number | Accession Number | Koha item type | Public note |
|---|---|---|---|---|---|---|---|---|
| ISI Library, Kolkata | ISI Library, Kolkata | 22/08/2024 | 005.753 F492 | C27554 | Books | Gifted by Prof. Ashis Kumar Chakraborty |
