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MuGen
Multitrait genetics
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Classes | |
| class | Grp |
| Base location parameter group class. More... | |
| class | MuGrp |
| Hierarchical mean. More... | |
| class | MuGrpPEX |
| "Random effect" with parameter expansion More... | |
| class | MuGrpMiss |
| Data with missing phenotype values. More... | |
| class | MuGrpEE |
| Data with measurement error. More... | |
| class | MuGrpEEmiss |
| Data with measurement error and missing phenotypes. More... | |
| class | BetaGrpFt |
| Multivariate multiple regression. More... | |
| class | BetaGrpPEX |
| Multivariate multiple regression with parameter expansion. More... | |
| class | BetaGrpPC |
| Relationship matrix regression. More... | |
| class | BetaGrpPCpex |
| Multiplicative parameter expansion for PC regression. More... | |
| class | BetaGrpSnp |
| Simple single-SNP regression class. More... | |
| class | BetaGrpSnpCV |
| Single-SNP regression with conditional variance. More... | |
| class | BetaGrpPSR |
| Single-SNP regression with partial effects. More... | |
| class | BetaGrpSnpMiss |
| Simple single-SNP regression class with missing data. More... | |
| class | BetaGrpSnpMissCV |
| Single-SNP regression with conditional variance and missing data. More... | |
| class | BetaGrpPSRmiss |
| Single-SNP regression with partial effects and missing data. More... | |
| class | BetaGrpBVSR |
| Bayesian variable selection regression. More... | |
| class | MuBlk |
| Hierarchical mean with independent blocks of traits. More... | |
| class | BetaBlk |
| Regression with independent blocks of traits. More... | |
Location parameters grouped by common modeling features. They have common priors, common data and prior covariances, and if they are regression coefficients a common set of predictors. Values are stored in a matrix with the columns representing traits (or analogous parameters) and rows – individual location parameters. The latter are targets of MVnorm classes and are typically modified in Markov chains through update functions implemented in these individual-row objects.