statistical-tests | Topic | Ecosyste.ms: Repos

Topic: "statistical-tests"

raphaelvallat/pingouin

Statistical package in Python based on Pandas

Language: Python - Size: 14.3 MB - Last synced at: 1 day ago - Pushed at: 2 months ago - Stars: 1,756 - Forks: 153

unpingco/Python-for-Probability-Statistics-and-Machine-Learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

Language: Jupyter Notebook - Size: 8.55 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 771 - Forks: 298

ing-bank/popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Language: Python - Size: 5.79 MB - Last synced at: about 20 hours ago - Pushed at: 4 months ago - Stars: 500 - Forks: 36

IndrajeetPatil/statsExpressions

Tidy data frames and expressions with statistical summaries 📜

Language: R - Size: 38.8 MB - Last synced at: about 4 hours ago - Pushed at: 6 days ago - Stars: 313 - Forks: 20

djsutherland/opt-mmd

Learning kernels to maximize the power of MMD tests

Language: Python - Size: 97.7 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 210 - Forks: 73

spatstat/spatstat

Umbrella package of the 'spatstat' family................

Language: R - Size: 49.8 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 201 - Forks: 43

lemire/testingRNG

Testing common random-number generators (RNG)

Language: C++ - Size: 6.89 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 184 - Forks: 24

estebanz01/ruby-statistics

Ruby gem for some statistical operations without any statistical language dependency

Language: Ruby - Size: 261 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 132 - Forks: 15

Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.

Language: C# - Size: 2.28 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 103 - Forks: 30

arcetri/sts

Improved version of the NIST Statistical Test Suite (STS)

Language: C - Size: 59.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 98 - Forks: 25

eigenfoo/tests-as-linear

Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.

Language: HTML - Size: 4.93 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 90 - Forks: 23

olmallet81/URT

Fast Unit Root Tests and OLS regression in C++ with wrappers for R and Python

Language: C++ - Size: 276 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 80 - Forks: 20

wittawatj/kernel-gof

NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.

Language: Python - Size: 3.47 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 65 - Forks: 16

aschleg/hypothetical

Hypothesis and statistical testing in Python

Language: Python - Size: 853 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 64 - Forks: 10

wittawatj/interpretable-test

NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.

Language: OpenEdge ABL - Size: 5.22 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 59 - Forks: 21

exploripy/exploripy

Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.

Language: Python - Size: 3.21 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 51 - Forks: 22

bank-of-england/Shapley_regressions

Statistical inference on machine learning or general non-parametric models

Language: Python - Size: 38.6 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 42 - Forks: 14

klainfo/ScottKnottESD

The Scott-Knott Effect Size Difference (ESD) test

Language: R - Size: 360 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 14

darya-chyzhyk/confound_prediction

Confound-isolating cross-validation approach to control for a confounding effect in a predictive model.

Language: Python - Size: 641 KB - Last synced at: 14 days ago - Pushed at: over 5 years ago - Stars: 40 - Forks: 10

rsquaredacademy/inferr

Parametric and non-parametric statistical tests

Language: R - Size: 2.54 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 37 - Forks: 8

TatevKaren/econometric-algorithms

Popular Econometrics content with code; Simple Linear Regression, Multiple Linear Regression, OLS, Event Study including Time Series Analysis, Fixed Effects and Random Effects Regressions for Panel Data, Heckman_2_Step for selection bias, Hausman Wu test for Endogeneity in Python, R, and STATA.

Language: Stata - Size: 977 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 35 - Forks: 13

citiususc/stac

Statistical Tests for Algorithms Comparison (STAC) is a new platform for statistical analysis to verify the results obtained from computational intelligence algorithms.

Language: JavaScript - Size: 23.1 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 34 - Forks: 15

statmlben/dnn-inference

Significance tests of feature relevance for a black-box learner

Language: Python - Size: 568 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 18 - Forks: 4

markur4/plotastic

Streamlining statistical analysis by using plotting keywords in Python.

Language: Jupyter Notebook - Size: 25.5 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 1

mickcrosse/PERMUTOOLS

A MATLAB package for multivariate permutation testing and effect size measurement

Language: MATLAB - Size: 1.75 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 16 - Forks: 2

chanukyasds/pg_math

pg_math extension to support statistical distribution functions for PostgreSQL

Language: C - Size: 27.3 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 16 - Forks: 1

djsutherland/igms

Implicit generative models and related stuff based on the MMD, in PyTorch

Language: Jupyter Notebook - Size: 6.59 MB - Last synced at: 22 days ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 1

kreimanlab/occlusion-classification

[PNAS'18] Recurrent computations for visual pattern completion: Classification of occluded images in humans and recurrent neural networks

Language: Matlab - Size: 611 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 16 - Forks: 3

wittawatj/fsic-test

ICML 2017. Kernel-based adaptive linear-time independence test.

Language: Python - Size: 134 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 6

blep/TestU01

Unofficial mirror of TestU01, a test suite for random number generator (C library) for the empirical statistical testing of uniform random number generators

Language: C - Size: 2.43 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 14 - Forks: 2

StarlangSoftware/Classification-Py

Machine learning library for classification tasks

Language: Python - Size: 1.4 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 13 - Forks: 2

rafa-rod/vartests

Statistical tests for Value at Risk (VaR) Models.

Language: Python - Size: 98.6 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 6

o-laurent/multivariate-ks-test

Python implementation of an extension of the Kolmogorov-Smirnov test for multivariate samples

Language: Python - Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 0

AdiVarma27/pyAB

Python package for Bayesian & Frequentist A/B Testing

Language: Python - Size: 10.7 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 2

YosefLab/compassR

An R library for conducting analyses on COMPASS data.

Language: R - Size: 50.2 MB - Last synced at: 8 months ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 9

ckdckd145/statmanager-kr

Open-source statistical package in Python based on Pandas

Language: Python - Size: 4.59 MB - Last synced at: 1 day ago - Pushed at: 7 months ago - Stars: 10 - Forks: 4

Abhishekmamidi123/Regression-Analysis

Linear Regression Analysis on Wine data - Pre-processing data, Exploratory Data Analysis, Building a model, Check assumptions, Goodness of fit and Compare with different methods.

Size: 1.69 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 9

searchivarius/PermTest

Permutation algorithms to test statistical significance of experimental results.

Language: C++ - Size: 192 KB - Last synced at: 5 days ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 4

imbi-heidelberg/DescrTab2

This package provides functions to create descriptive statistics tables for continuous and categorical variables.

Language: R - Size: 9.9 MB - Last synced at: about 18 hours ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 7

nunofachada/pval_adjust

Adjust p-values for multiple comparisons

Language: MATLAB - Size: 6.84 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 2

meantrix/corrp

Compute multiple types of correlations analysis (Pearson correlation, R^2 coefficient of linear regression, Cramer's V measure of association, Distance Correlation,The Maximal Information Coefficient, Uncertainty coefficient and Predictive Power Score) in large dataframes with mixed columns classes(integer, numeric, factor and character) in parallel backend.

Language: R - Size: 18.3 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 8 - Forks: 3

raj-shr-git/Statistical_testing_python

This repository is created for storing the components of Statistical Tests of One Pop, Two Pops and Three or more pops using Python.

Language: Jupyter Notebook - Size: 84.9 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 6

jacksonpradolima/roses

ROSES (R pythOn Statistical tEstS) is a package to use statistical tests from R to Python for multiple algorithms in multiple problems.

Language: Python - Size: 120 KB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 0

StarlangSoftware/Classification

Machine learning library for classification tasks

Language: Java - Size: 2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 6

vusaverse/vvdoctor

R Shiny app / package to automate statistical testing

Language: R - Size: 1.11 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

hz-zhu/NPD-micro-saccade-detection

Neyman–Pearson Detector (NPD) for saccadic eye movements

Language: C++ - Size: 761 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 2

dgwozdz/OLS

Set of functions to semi-automatically build and test Ordinary Least Squares (OLS) models in R in parallel.

Language: R - Size: 445 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 0

jMetal/SAES

Package for the analysis and perfomance comparison of stochastic algorithms

Language: Jupyter Notebook - Size: 137 MB - Last synced at: 19 days ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 2

spatstat/spatstat.data

Sub-package of spatstat containing all datasets

Language: R - Size: 11.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 0

sujeet-bhalerao/compact-letter-display

python package for generating compact letter display, summarizing results of posthoc comparison tests after ANOVA

Language: Python - Size: 25.4 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 1

spatstat/spatstat.core

sub-package of spatstat containing core functionality for data analysis and modelling

Language: R - Size: 3.83 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 6 - Forks: 9

ArnoVel/structure-identification

Uses several statistical tests / algorithms on marginal / conditional distributions

Language: Jupyter Notebook - Size: 103 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 2

StarlangSoftware/Classification-CPP

Machine learning library for classification tasks

Language: C++ - Size: 64.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

tsmodels/tstests

Time Series Tests

Language: R - Size: 11.3 MB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 5 - Forks: 1

jenninglim/model-comparison-test

NeurIPS 2019. Kernel Stein Tests for Multiple Model Comparison.

Language: Jupyter Notebook - Size: 2.77 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 2

LucasLP/ExecuteJMetal

Bash Script to help statistical tests of Multi-Objective Evolutionary Algorithms.

Language: Java - Size: 1.8 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 1

gllmfrnr/oc-da

Parcours Data Analyst OC

Language: Jupyter Notebook - Size: 42.8 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 3

greatsharma/MPG

A case study on MPG dataset.

Language: Jupyter Notebook - Size: 23.8 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

nicholasmordecai/faux.js

Statistically Significant Pseudo Random Data

Language: TypeScript - Size: 2.31 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1

LeakDetectAI/AutoMLQuantILDetect

The AutoMLQuantILDetect package utilizes AutoML approaches to accurately detect and quantify system information leakage. We also provide different approaches to estimate mutual information (MI) within systems that release classification datasets to quantify system information leakage.

Language: Python - Size: 6.26 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

nunofachada/micompr

Multivariate independent comparison of observations.

Language: R - Size: 1.7 MB - Last synced at: 12 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 1

ChenLiu-1996/StatsPlot

Statistical plotting with good aesthetics.

Language: Python - Size: 229 KB - Last synced at: 2 days ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

arvinsingh/statistical-R

Statistical testing with R

Language: R - Size: 117 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

mathworks/Precipitation-Variability-Analysis-MATLAB

Access, process and visualize global climate (precipitation) data from the WCRP CMIP6 database

Language: Jupyter Notebook - Size: 7.14 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

ogunlao/asr_stat_significance

Performs statistical significance test between two ASR models using bootstrap or blockwise bootstrap sampling.

Language: Python - Size: 22.5 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

paulinamoskwa/R-Stats

Easy-to-use collection of statistical methods and techniques, all written in R 🗂

Language: HTML - Size: 6.31 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

nunofachada/micompm

Multivariate independent comparison of observations

Language: Matlab - Size: 365 KB - Last synced at: 1 day ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 2

carolinaemanuele/Smoke-Detection-IoT-Kaggle

A descriptive and inferential statistical analysis from the Kaggle database on the data collected by an IoT smoke detection device. Machine learning techniques were also used to help build this smart device, increasing its accuracy.

Language: Jupyter Notebook - Size: 3.46 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

GrzegorzMika/NonParStat

A collection of various non-parametric tests.

Language: Python - Size: 14.5 MB - Last synced at: 30 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

vathymut/dsos Fork of rbc-research/dsos

Dataset shift with outlier scores

Language: R - Size: 1.45 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

jajokine/Statistics-Analysis

MITx - MicroMasters Program on Statistics and Data Science - Data Analysis: Statistical Modeling and Computation in Applications - First Project

Language: Jupyter Notebook - Size: 2.52 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

victoriafy/Quantium-virtual-internship

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

Yacine87/EDA_R_Packages

EDA is a must to do step in the data science workflow. Working on data, wrangling & transforming them is time consuming, and it determine the success degree of the next steps (pre preocessing, modelling, communicating outputs & decision making). This repo will show you how to perform EDA in R using the tidyverse ecosystem, and will introduce a comparative approach between the main packages in R whcich could let you perform automated EDA & generating automated EDA html or pdf reports, ready to be communicated.

Language: R - Size: 4.88 KB - Last synced at: 5 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

UcarLab/BiFET

A robust statistical test for TF footprint data analyses

Language: R - Size: 1.97 MB - Last synced at: 5 days ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2

Alro10/time-series-statistical-tests

Statistical tests of time series using python

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

danhje/master-thesis

My master thesis "Statistical tests for connection algorithms for neural networks". Also available at https://nmbu.brage.unit.no/nmbu-xmlui/bitstream/handle/11250/189117/Hjertholm2013.pdf?sequence=1

Language: PostScript - Size: 40.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1

nunofachada/simoututils

SimOutUtils - Utilities for analyzing time series simulation output

Language: Matlab - Size: 390 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

mauriceling/sipy

Python-Based Statistical Graphical User Interface for Python

Language: C++ - Size: 86.2 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 6

elkronos/stat_py

Statistics functions for python

Language: Python - Size: 76.2 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

bradduthie/stats

Complete introductory statistics textbook with an emphasis on the biological & environmental sciences. Includes 26 chapters introducing key concepts for a foundational understanding of statistics and 9 complementary chapters of exercises with jamovi. Supplemental shiny apps illustrate book concepts. All code and datasets are freely available.

Language: HTML - Size: 343 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

Alexandre-Caldeira/detection-theory-101

Python notebooks I used for active learning / test stuff out while learning statistical signal processing

Language: Jupyter Notebook - Size: 51.4 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

eeshwarib23/Airbnb-regression-analysis

Size: 4.27 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ZubayerOjhor/Statistical-Analysis-of-Storms-Data-

The objective of this project is to conduct Statistical Analysis of Storms Data Set - a subset of the NOAA (National Oceanic and Atmospheric Administration) Atlantic hurricane database best track data, encompasses information about tropical storms measured at different time points over the years.

Language: R - Size: 262 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0