Repository containing codes for various statistical hypothesis tests written in R.
-
Updated
Nov 26, 2016 - R
Repository containing codes for various statistical hypothesis tests written in R.
Non-parametric method for estimating regime change in bivariate time series setting.
This is a project that I did in the Spring of 2017 for the graduate course, Statistical Computing.
This a project I did in the Spring of 2017 for the graduate course of Statistical Computing. This project includes T-Tests, Non-parametric Tests, Linear Regressions, Correlation Tests, Chi Square Tests, and tests for normality. This project also includes some basic graphing.
Statistical analysis comparing metal accumulation levels in three macroinvertebrate groups
A Java implementation of the Robust Rank Order statistical significance test
R package for displaying bootstrap-based confidence intervals around mean and median
This is the R code for several common non-parametric methods (kernel est., mean regression, quantile regression, boostraps) with both practical applications on data and simulations
Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy
Multivariate independent comparison of observations
Code for the paper "Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models"
Small Variance Asymptotics in Non Parametric Bayesian Clustering
A data-driven approach for interactively synthesizing diverse images from semantic label maps.
An algorithm that decimates a curve composed of line segments to a similar curve with fewer points.
An R package for irregular histograms.
Hypothesis Testing and SQL queries on the North Wind Traders database
A dataset of Peripheral Blood Mononuclear Cells (PBMCs) was analyzed using clustering and non-parametric methods like PCA.
Nonparametric topic modeling via Hierarchical Dirichlet Processes
Add a description, image, and links to the non-parametric topic page so that developers can more easily learn about it.
To associate your repository with the non-parametric topic, visit your repo's landing page and select "manage topics."