UBC STAT 447, Caden Hewlet
-
Updated
Jun 2, 2024 - R
UBC STAT 447, Caden Hewlet
Implements various nonparametric tests in chapters 1-5 of the book "An introduction to modern nonparametric statistics" by James J. Higgins.
A C++ library for physics-informed spatial and functional data analysis over complex domains.
Elements of Survival Analysis in R and Python
Julia programming code for nonparametric Statistics
📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮
Samples of my work in programming and data analysis.
Nonparametric comparison of convolutional neural networks and transformers to classify COVID-19
Robust estimations from distribution structures: Central moments.
R package for random forests model selection, inference, evaluation and validation
The R wrapper to the fdaPDE library for physics-informed spatial and functional data analysis.
TFG: Tratamiento estadístico de la fiabilidad en el campo de la ingeniería
Implements the Nearest Neighbor Dirichlet Mixture (NN-DM) algorithm for embarrassingly parallel pseudo-Bayesian density estimation.
Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
An R package for assumption-lean covariance matrix estimation in high dimensions
A MATLAB package for multivariate permutation testing and effect size measurement
Covariate adjustment methods using generalized empirical likelihood and robust estimators
Perform inference on algorithm-agnostic variable importance
Multivariate kernel density estimation
Add a description, image, and links to the nonparametric-statistics topic page so that developers can more easily learn about it.
To associate your repository with the nonparametric-statistics topic, visit your repo's landing page and select "manage topics."