Table 2.
Method | Ref | Implementation | URL | Consist/Sig | Cov |
---|---|---|---|---|---|
MDR | [62, 63] | Java | www.epistasis.org/software.html | k-fold CV | Yes |
[64] | R | Available upon request, contact authors | k-fold CV, bootstrapping | No | |
[65, 66] | Java | sourceforge.net/projects/mdr/files/mdrpt/ | k-fold CV, permutation | No | |
[67, 68] | R | cran.r-project.org/web/packages/MDR/index.html | k-fold CV, 3WS, permutation | No | |
[69] | C++/CUDA | sourceforge.net/projects/mdr/files/mdrgpu/ | k-fold CV, permutation | No | |
[70] | C++ | ritchielab.psu.edu/software/mdr-download | k-fold CV, permutation | No | |
GMDR | [12] | Java | www.medicine.virginia.edu/clinical/departments/psychiatry/sections/neurobiologicalstudies/genomics/gmdr-software-request | k-fold CV | Yes |
PGMDR | [34] | Java | www.medicine.virginia.edu/clinical/departments/psychiatry/sections/neurobiologicalstudies/genomics/pgmdr-software-request | k-fold CV | Yes |
SVM-GMDR | [35] | MATLAB | Available upon request, contact authors | k-fold CV, permutation | Yes |
RMDR | [39] | Java | www.epistasis.org/software.html | k-fold CV, permutation | Yes |
OR-MDR | [41] | R | Available upon request, contact authors | k-fold CV, bootstrapping | No |
Opt-MDR | [42] | C++ | home.ustc.edu.cn/∼zhanghan/ocp/ocp.html | GEVD | No |
SDR | [46] | Python | sourceforge.net/projects/sdrproject/ | k-fold CV, permutation | No |
Surv-MDR | [47] | R | Available upon request, contact authors | k-fold CV, permutation | Yes |
QMDR | [48] | Java | www.epistasis.org/software.html | k-fold CV, permutation | Yes |
Ord-MDR | [49] | C++ | Available upon request, contact authors | k-fold CV, permutation | No |
MDR-PDT | [50] | C++ | ritchielab.psu.edu/software/mdr-download | k-fold CV, permutation | No |
MB-MDR | [55, 71, 72] | C++ | www.statgen.ulg.ac.be/software.html | Permutation | No |
[73] | R | cran.r-project.org/web/packages/mbmdr/index.html | Permutation | Yes | |
[74] | R | www.statgen.ulg.ac.be/software.html | Permutation | Yes |
Ref = Reference, Cov = Covariate adjustment possible, Consist/Sig = Strategies used to determine the consistency or significance of model.