R (programming language): Difference between revisions
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====Meta-analysis==== | ====Meta-analysis==== | ||
* [http://cran.r-project.org/web/packages/rmeta/ rmeta] | * Meta-analysis of treatments | ||
* [http://cran.r-project.org/web/packages/HSAUR2/ HSAUR2] interactive package with a chapter containing sample demonstrations, "[http://cran.r-project.org/web/packages/HSAUR2/vignettes/Ch_meta_analysis.pdf Meta-Analysis: Nicotine Gum and Smoking Cessation and the Effcacy of BCG Vaccine in the Treatment of Tuberculosis]" in "A Handbook of Statistical Analyses Using R".<ref name="urlCRAN - Package HSAUR2">{{cite web |url=http://cran.r-project.org/web/packages/HSAUR2/ |title=CRAN - Package HSAUR, 2nd ed |author=Torsten Hothorn; Everitt, Brian |authorlink= |coauthors= |date= |format= |work= |publisher= |pages= |language= |archiveurl= |archivedate= |quote= |accessdate=}}</ref> | ** [http://cran.r-project.org/web/packages/rmeta/ rmeta] | ||
** [http://cran.r-project.org/web/packages/HSAUR2/ HSAUR2] interactive package with a chapter containing sample demonstrations, "[http://cran.r-project.org/web/packages/HSAUR2/vignettes/Ch_meta_analysis.pdf Meta-Analysis: Nicotine Gum and Smoking Cessation and the Effcacy of BCG Vaccine in the Treatment of Tuberculosis]" in "A Handbook of Statistical Analyses Using R".<ref name="urlCRAN - Package HSAUR2">{{cite web |url=http://cran.r-project.org/web/packages/HSAUR2/ |title=CRAN - Package HSAUR, 2nd ed |author=Torsten Hothorn; Everitt, Brian |authorlink= |coauthors= |date= |format= |work= |publisher= |pages= |language= |archiveurl= |archivedate= |quote= |accessdate=}}</ref> | |||
*Meta-analysis of diagnostic test accuracy | |||
** hierarchical summary ROC | |||
====Recursive partitioning==== | ====Recursive partitioning==== | ||
Revision as of 23:00, 5 April 2010
R is an open source programming language for statistical analysis and graphics.
Its software and manual are online at http://cran.r-project.org/. Third party books are available for learning R.[1][2]
Graphical interfaces are available:
Uses
Statistics
An interactive package for instructions (12 pages) on using R for statistics is available[3] with a commercial book for further detail (376 pages).[1]
Mantel-Haenszel Chi-square Test
Meta-analysis
- Meta-analysis of treatments
- rmeta
- HSAUR2 interactive package with a chapter containing sample demonstrations, "Meta-Analysis: Nicotine Gum and Smoking Cessation and the Effcacy of BCG Vaccine in the Treatment of Tuberculosis" in "A Handbook of Statistical Analyses Using R".[3]
- Meta-analysis of diagnostic test accuracy
- hierarchical summary ROC
Recursive partitioning
- rpart package
- HSAUR2 interactive package with a chapter containing sample demonstrations, "Recursive Partitioning: Predicting Body Fat and Glaucoma Diagnosis" in "A Handbook of Statistical Analyses Using R".[3]
References
- ↑ 1.0 1.1 Torsten Hothorn; Everitt, Brian (2009). A Handbook of Statistical Analyses Using R, Second Edition. Boca Raton: Chapman & Hall/CRC. ISBN 1-4200-7933-6.
- ↑ Dalgaard, Peter. Introductory Statistics with R (Statistics and Computing). New York: Springer. ISBN 0-387-79053-5.
- ↑ 3.0 3.1 3.2 Torsten Hothorn; Everitt, Brian. CRAN - Package HSAUR, 2nd ed.
- ↑ Noguchi K, et al. lawstat: An R package for biostatistics, public policy, and law
- ↑ Cochran-Mantel-Haenszel Chi-Squared Test for Count Data