Statistical Methods for Mediation, Confounding and Moderation Analysis Using R and SAS Paperback / softback
by Qingzhao Yu, Bin (Louisiana State University, LA, USA) Li
Part of the Chapman & Hall/CRC Biostatistics Series series
Paperback / softback
Description
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. 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. Key Features:Parametric and nonparametric method in third variable analysisMultivariate and Multiple third-variable effect analysisMultilevel mediation/confounding analysisThird-variable effect analysis with high-dimensional data Moderation/Interaction effect analysis within the third-variable analysisR packages and SAS macros to implement methods proposed in the book
Information
-
Pre-Order
- Format:Paperback / softback
- Pages:294 pages, 18 Tables, black and white; 100 Line drawings, black and white; 100 Illustrations, black
- Publisher:Taylor & Francis Ltd
- Publication Date:27/05/2024
- Category:
- ISBN:9781032220086
Other Formats
- Hardback from £135.00
- PDF from £44.99
- EPUB from £44.99
Information
-
Pre-Order
- Format:Paperback / softback
- Pages:294 pages, 18 Tables, black and white; 100 Line drawings, black and white; 100 Illustrations, black
- Publisher:Taylor & Francis Ltd
- Publication Date:27/05/2024
- Category:
- ISBN:9781032220086
