Doing meta-analysis with R: (Record no. 3520)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02357nam a22002297a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20221201143248.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 221201b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367610074 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 610.727 |
| Item number | HAR |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Harrer, Mathias |
| 245 ## - TITLE STATEMENT | |
| Title | Doing meta-analysis with R: |
| Remainder of title | a hands-on guide |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | CRC Press |
| Place of publication, distribution, etc. | Boca Raton |
| Date of publication, distribution, etc. | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxvi, 474 p. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 68.99 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Table of Contents<br/>1. Introduction. 2.Discovering R. 3. Effect Sizes. 4. Pooling Effect Sizes. 5. Between-Study Heterogeneity. 6. Forest Plots. 7. Subgroup Analyses. 8. Meta-Regression. 9. Publication Bias. 10. “Multilevel” Meta-Analysis. 11. Structural Equation Modeling Meta-Analysis. 12. Network Meta-Analysis. 13. Bayesian Meta-Analysis. 14. Power Analysis. 15. Risk of Bias Plots. 16. Reporting & Reproducibility. 17. Effect Size Calculation & Conversion. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Book Description<br/>Doing Meta-Analysis with R: A Hands-On Guide serves as an accessible introduction on how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including calculation and pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced but highly relevant topics such as network meta-analysis, multi-three-level meta-analyses, Bayesian meta-analysis approaches and SEM meta-analysis are also covered. A companion R package, dmetar, is introduced at the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide.<br/><br/>The programming and statistical background covered in the book are kept at a non-expert level, making the book widely accessible.<br/><br/>Features<br/>• Contains two introductory chapters on how to set up an R environment and do basic imports/manipulations of meta-analysis data, including exercises<br/>• Describes statistical concepts clearly and concisely before applying them in R<br/>• Includes step-by-step guidance through the coding required to perform meta-analyses, and a companion R package for the book |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Meta-analysis |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | R (Computer program language) |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Cuijpers, Pim |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ebert, David Daniel |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | IN181 | 27-10-2022 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 12/01/2022 | Bharatiya Sahitya Bhavana | 4445.37 | 1 | 610.727 HAR | 003866 | 06/12/2023 | 03/21/2023 | 1 | 6761.02 | 12/01/2022 | Book |