Statistical methods for mediation, confounding and moderation analysis using R and SAS (Record no. 5664)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02041nam a22002177a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240206142512.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240206b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367365479 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | YU |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Yu, Qingzhao |
| 245 ## - TITLE STATEMENT | |
| Title | Statistical methods for mediation, confounding and moderation analysis using R and SAS |
| 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 | xv, 277 p. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 130.00 |
| 490 ## - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC Biostatistics Series |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Third-variable effect refers to the effect transmitted by third-variables that intervene in the relationship between an exposure and a response variable. Differentiating between the indirect effect of individual factors from multiple third-variables is a constant problem for modern researchers.<br/><br/>Statistical Methods for Mediation, Confounding and Moderation Analysis Using R and SAS introduces general definitions of third-variable effects that are adaptable to all different types of response (categorical or continuous), exposure, or third-variables. Using this method, multiple third- variables of different types can be considered simultaneously, and the indirect effect carried by individual third-variables can be separated from the total effect. Readers of all disciplines familiar with introductory statistics will find this a valuable resource for analysis.<br/><br/>Key Features:<br/><br/>Parametric and nonparametric method in third variable analysis<br/>Multivariate and Multiple third-variable effect analysis<br/>Multilevel mediation/confounding analysis<br/>Third-variable effect analysis with high-dimensional data Moderation/Interaction effect analysis within the third-variable analysis<br/>R packages and SAS macros to implement methods proposed in the book<br/><br/>(https://www.routledge.com/Statistical-Methods-for-Mediation-Confounding-and-Moderation-Analysis/Yu-Li/p/book/9780367365479#) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics - Methodology |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics - Data processing |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Li, Bin |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| 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 | Copy number | Cost, replacement price | Price effective from | Koha item type |
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| Dewey Decimal Classification | Operations Management & Quantitative Techniques | 2023-24/1525 | 26-12-2023 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 02/06/2024 | Indica Publishers & Distributors Pvt. Ltd. | 9117.55 | 519.5 YU | 005497 | 02/06/2024 | 1 | 14027.00 | 02/06/2024 | Book |