ucb-stat243 / stat243-fall-2016
Course materials for Stat 243, fall 2016, at UC Berkeley
☆9Updated 8 years ago
Alternatives and similar repositories for stat243-fall-2016:
Users that are interested in stat243-fall-2016 are comparing it to the libraries listed below
- Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner b…☆20Updated last year
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆12Updated 2 years ago
- JSM 2016 talk: Thinking with Data using R and RStudio: powerful idioms for analysts☆22Updated 8 years ago
- Gamma lasso regression☆23Updated last year
- SigOpt's public R client☆14Updated last year
- Course materials for Stat 20 and Stat 131A, Spring 2017, at UC Berkeley☆17Updated 7 years ago
- ☆10Updated 2 years ago
- Discussion for Stan for economists☆10Updated 8 years ago
- 🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions☆13Updated 7 months ago
- Slides and materials for the "Teaching Data Science at All Levels" invited session at ENAR 2018☆20Updated 6 years ago
- Sparse and Regularized Discriminant Analysis in R☆14Updated 4 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆19Updated 2 years ago
- Data from the M-competitions☆11Updated 8 months ago
- Optimal pruning for imbalance minimization in causal inference☆18Updated 4 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 2 years ago
- R code to generate simulated data and implement the hierarchical TMLEs described in "A new approach to hierarchical data analysis: Target…☆9Updated 5 years ago
- Selective Bayesian Forest Classifier - R package for simultaneous feature selection and classification. See paper: http://arxiv.org/abs/1…☆16Updated 3 years ago
- EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution☆18Updated 6 months ago
- Explanations for survival models☆15Updated 2 years ago
- Public files for Econ 103☆14Updated 2 years ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Updated 3 years ago
- Demonstration of alternatives to lme4☆13Updated 5 years ago
- A reimplementation of the fastLm function of RcppEigen for big.matrix objects for fast out-of-memory linear model fitting☆13Updated 7 years ago
- "Exploratory Data Analysis using Random Forests"☆18Updated 9 years ago
- Machine Learning #1 and #2 courses at CEU Master of Science in Business Analytics☆21Updated 6 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆17Updated 2 weeks ago
- Quick Generalized Full Matching in R☆11Updated last year
- Rjournal website sandbox, and deploy site. You can preview the changes at the address below.☆16Updated last week
- map estimation of topic models☆19Updated 4 years ago
- R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling☆14Updated 5 months ago