📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮

R package for random forests model selection, inference, evaluation and validation

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

Perform inference on algorithm-agnostic variable importance

The R wrapper to the fdaPDE library for physics-informed spatial and functional data analysis.

An R package for assumption-lean covariance matrix estimation in high dimensions

Chinese Restaurant Process Models for Regression and Clustering. Master branch contains latest stable build.

Nonparametric kernel density estimation, bandwidth selection, and other utilities for analyzing directional data

Robust estimations from distribution structures: Central moments.

R6-Based Flexible Framework for Permutation Tests

UW course projects

R Package providing functions to calculate pseudo-ranks and pseudo-rank based nonparametric test statistics.

An R package for determining groups of curves

Nonparametric analysis of 2020 US presidential elections.

This repository contains exploratory spatial data analysis (ESDA) functions and scripts. These functions are designed for geothermal spatial datasets, and are applicable to other spatial datasets.

A Dirichlet-multinomial mixture model-based approach for daily solar radiation classification

Is it possible to predict the popularity of a song based on its technical features? Which aspect of a song should an artist focus on to get more visibility? Could record labels or a new up-and-coming artist benefit from these data-driven and data-informed decisions?

The order-md algorithm is an adjustment of the order-m algorithm for estimating efficiency scores of decision making units (firms)

R codes for Nonparametric Statistics

The code interface is written in R, and for the sake of speed, most parts are written in C++. However, no prerequisite knowledge for both languages is required to run the code. An R file called runInfHMM.R sources all needed functions to compile and run the code.