nonparametric-statistics
There are 1 repository under nonparametric-statistics topic.
maximtrp / scikit-posthocs
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
Language:Python 322aangelopoulos / conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
Language:Jupyter Notebook 210aschleg / hypothetical
Hypothesis and statistical testing in Python
Language:Python 59nt-williams / lmtp
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
Language:R 53Jiacheng-Zhu-AIML / WGPOT
The Wasserstein Distance and Optimal Transport Map of Gaussian Processes
Language:Python 40pizhn / MultiKDE.jl
Multivariate kernel density estimation
Language:Julia 32bdwilliamson / vimp
Perform inference on algorithm-agnostic variable importance
Language:R 21Perform inference on algorithm-agnostic variable importance in Python
Language:Python 20jeffreyevans / rfUtilities
R package for random forests model selection, inference, evaluation and validation
Language:R 20fdaPDE / fdaPDE-cpp
A C++ library for physics-informed spatial and functional data analysis over complex domains.
Language:C++ 17tlverse / causalglm
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
treatment-effectscausal-inferencemarginal-structural-modelsnonparametric-statisticssemiparametric-estimationtargeted-learningrelative-risk-regressiongeneralized-linear-modelsrheterogeneous-treatment-effectscausal-learningrobust-statisticsinterpretable-machine-learninghigh-dimensional-inferencemachine-learningstatisticsdata-sciencer-packageworking-modelprojectionLanguage:R 17jkirkby3 / BsplineDensity
B-Spline Density Estimation Library - nonparametric density estimation using B-Spline density estimator from univariate sample.
Language:MATLAB 13The R wrapper to the fdaPDE library for physics-informed spatial and functional data analysis.
Language:R 12PhilBoileau / cvCovEst
An R package for assumption-lean covariance matrix estimation in high dimensions
Language:R 12stablemarkets / ChiRP
Chinese Restaurant Process Models for Regression and Clustering. Master branch contains latest stable build.
Language:R 12egarpor / DirStats
Nonparametric kernel density estimation, bandwidth selection, and other utilities for analyzing directional data
Language:R 11mickcrosse / PERMUTOOLS
A MATLAB package for multivariate permutation testing and effect size measurement
Language:MATLAB 10tubanlee / REDS_Central_Moments
Robust estimations from distribution structures: Central moments.
Language:R 10tysonpond / symbolic-transfer-entropy
My implementation of Symbolic Transfer Entropy (STE): a measure of asymmetric information flow between stochastic processes.
Language:Python 828101991SUNNY / Statistics_study
about statistical techniques for Data Science
Language:Jupyter Notebook 5Reproduce analyses from "Efficient nonparametric statistical inference on population feature importance using Shapley values"
Language:Python 5- Language:Julia 4
allenXyGao / Course-Projects
UW course projects
Language:R 4- Language:C++ 4
- npmle_git
hanshengjiang / npmle_git
A Python package for computing NPMLE of mixture of regression
Language:Python 3 paulinamoskwa / R-Stats
Easy-to-use collection of statistical methods and techniques, all written in R đź—‚
Language:HTML 3qddyy / LearnNonparam
Implements various nonparametric tests in chapters 1-5 of the book "An introduction to modern nonparametric statistics" by James J. Higgins.
Language:R 3happma / pseudorank
R Package providing functions to calculate pseudo-ranks and pseudo-rank based nonparametric test statistics.
Language:R 2nmningmei / parametric_nonparametric_statistics_comparison
A comparion between parametric and nonparametric statistics using Python
Language:Jupyter Notebook 2noramvillanueva / clustcurv
An R package for determining groups of curves
Language:R 2stelmanj / MusicAndLanguage
Exploring connections between audio features and lyric language in music.
Language:Jupyter Notebook 2Wb-az / timeseries-sensor-anomaly-detection
Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM
Language:Jupyter Notebook 2ZahraDehghanian97 / NCRP_HLDA
In this project, a simple Nested Chinese Restaurant Process is implemented. this is done by using HLDA for topic modeling with Gibbs Sampler. this project demonstrates the BBC Insight Dataset for evaluation.
Language:Jupyter Notebook 2ethangutknecht / MU-STA333
All of the assignments that I worked on when taking the Nonparametric Statistics course at Miami University
jarrodtky / BankCustomerData_EDA-StatisticalAnalysis_SAS-Studio
Statistical Analysis for Bank Customer Data Using SAS Studio
Language:SAS 1teobucci / nonparametric-analysis-US-dairy-production-consumption
Project for the Nonparametric Statistics course of the MSc in Mathematical Engineering @ Polimi (A.Y. 2022-2023).
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