chunlinli
Assistant Professor@ISU: causal learning & applied statistics & statistical computing
Department of Statistics, Iowa State UniversityAmes, Iowa, USA
Pinned Repositories
clrdag
R package for likelihood estimation and inference of a directed acyclic graph.
defuse
Nonlinear Causal Discovery with Confounders
glmtlp
Constrained likelihood estimation and inference with truncated lasso penalty for linear, generalized linear, and Gaussian graphical models.
grivet
Graphical Instrumental Variable Estimation and Testing
intdag
Estimation and inference of a directed acyclic graph with unspecified interventions.
sumdag
Estimating and inferring a directed acyclic graph from summary statistics
travelers
2017 Travelers Case Competition Minnesconsin Insurance Company Modeling Problem.
wellsfargo
2020 Wells Fargo Campus Analytics Challenge.
chunlinli's Repositories
chunlinli/defuse
Nonlinear Causal Discovery with Confounders
chunlinli/glmtlp
Constrained likelihood estimation and inference with truncated lasso penalty for linear, generalized linear, and Gaussian graphical models.
chunlinli/intdag
Estimation and inference of a directed acyclic graph with unspecified interventions.
chunlinli/clrdag
R package for likelihood estimation and inference of a directed acyclic graph.
chunlinli/grivet
Graphical Instrumental Variable Estimation and Testing
chunlinli/sumdag
Estimating and inferring a directed acyclic graph from summary statistics
chunlinli/wellsfargo
2020 Wells Fargo Campus Analytics Challenge.
chunlinli/travelers
2017 Travelers Case Competition Minnesconsin Insurance Company Modeling Problem.