ajmolstad
Assistant Professor of Statistics at the University of Minnesota
University of MinnesotaMinneapolis, MN
Pinned Repositories
ajmolstad.github.io
BvCategorical
R package for fitting the log-odds penalized bivarate categorical response regression model
CompositionalCovariance
Repository for code from "Direct covariance matrix estimation with compositional data"
HierMultinom
R package and code for reproducing simulation results from "Multiresolution categorical regression for interpretable cell type annotation"
IntegrativeCox
A repository for code accompanying "Dimension reduction for integrative survival analysis"
MatrixLDA
R package for "A Penalized Likelihood Method for Classification with Matrix-valued Predictors".
MSRL
Repository for MSRL R pacakge
MTeQTLResults
Repository for hosting results from "A covariance-enhanced approach for multi-tissue joint eQTL mapping with applications to transcriptome-wide association studies"
penAFT
R package for fitting semiparametric accelerated failure time models in high dimensions
SpPDCC
R package for estimating sparse and positive definite basis covariance matrices from compositional data
ajmolstad's Repositories
ajmolstad/MSRL
Repository for MSRL R pacakge
ajmolstad/HierMultinom
R package and code for reproducing simulation results from "Multiresolution categorical regression for interpretable cell type annotation"
ajmolstad/MTeQTLResults
Repository for hosting results from "A covariance-enhanced approach for multi-tissue joint eQTL mapping with applications to transcriptome-wide association studies"
ajmolstad/ajmolstad.github.io
ajmolstad/CompositionalCovariance
Repository for code from "Direct covariance matrix estimation with compositional data"
ajmolstad/MatrixLDA
R package for "A Penalized Likelihood Method for Classification with Matrix-valued Predictors".
ajmolstad/penAFT
R package for fitting semiparametric accelerated failure time models in high dimensions
ajmolstad/SpPDCC
R package for estimating sparse and positive definite basis covariance matrices from compositional data
ajmolstad/SurvGPR
R package for "Gaussian process regression for survival time prediction with genome-wide gene expression"
ajmolstad/BvCategorical
R package for fitting the log-odds penalized bivarate categorical response regression model
ajmolstad/IntegrativeCox
A repository for code accompanying "Dimension reduction for integrative survival analysis"
ajmolstad/MCMVR
R package for "An explicit mean-covariance parameterization for multivariate response linear regression"
ajmolstad/CondTensorDecomp
Simulation code for "Conditional probability tensor decompositions for multivariate categorical response regression"
ajmolstad/HEATsims
Code to reproduce simulation studies from "Heterogeneity-aware integrative regression for ancestry-specific association studies"