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p-values

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aangelopoulos /ppi_py

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

machine-learning statistics inference p-value statistical-analysis statistical-inference confidence-intervals confidence-interval p-values

UpdatedSep 5, 2025
Python

MicheleNuijten /statcheck

A spellchecker for statistics

cran r statistics reproducibility p-values nhst

UpdatedJun 20, 2025
R

greed2411 /PLinearRegression

Scikit-Learn's linear regression extended with p-values.

scikit-learn regression python3 hypothesis-testing p-values

UpdatedSep 3, 2018
Jupyter Notebook

imbi-heidelberg /DescrTab2

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

cran r statistics statistical-tests descriptive-statistics categorical-variables continuous-variable p-values

UpdatedJan 30, 2024
R

agbarnett /intervals

Examining confidence intervals in abstracts

confidence-intervals p-values

UpdatedMar 10, 2020
R

helske /statvis

Can visualization alleviate dichotomous thinking? Effects of visual representations on the cliff effect

visualization confidence-intervals bayesian-inference brms p-values uncertainty-visualisation

UpdatedApr 21, 2021
HTML

LaurentVeyssier /Starbucks_case_study_Udacity_Data_Science

Case study from UDACITY Data Scientist Nanodegree

sklearn hypothesis-testing imbalanced-data sampling-methods random-forest-classifier a-b-testing classification-model imblearn p-values

UpdatedFeb 1, 2023
Jupyter Notebook

skbormann /stata-tools

A collection of Stata scripts and dialog boxes

stata-command stata dialog-box dialog-boxes p-values stata-package stata-programs stata-scripts sgpv second-generation-p-value

UpdatedAug 5, 2022
Stata

vaitybharati /Assignment-05-Multiple-Linear-Regression-1

Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.

python scatter-plot ols statsmodels correlation-analysis multiple-linear-regression p-values pairplot leverage-score regression-plots ols-regression-model cooks-distance r-square-values influence-plot

UpdatedJun 10, 2021
Jupyter Notebook

aaronhan223 /watch

WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales

monitoring ai-safety conformal-prediction p-values martingales continuous-monitoring distribution-shifts

UpdatedNov 20, 2025
Jupyter Notebook

DudbridgeLab /ebf

Empirical Bayes factors for objective statistical evidence

statistics hypothesis-testing bayes-factors p-values

UpdatedFeb 12, 2023
R

Real-Estate-Statistical-Modeling

griffinbran /Real-Estate-Statistical-Modeling

Predictive analysis, with feature engineering, and machine learning (ML) algorithms, such as linear regression, applied to predict the final sale price of homes in Ames, IA from 2006-2010.

sklearn cross-validation outlier-detection feature-engineering hypothesis-testing linear-models multiple-regression correlation-analysis p-values kaggle-submission one-hot-encoding imputed-values

UpdatedSep 29, 2021
Jupyter Notebook

jcatanza /fastai_notebooks

Experiments with fastai

linear-regression jupyter-notebook monte-carlo-simulation synthetic-data p-values

UpdatedApr 2, 2020
Jupyter Notebook

pekkizen /rtp

Methods for combining p-values.

art fisher p-values fast-integration tfisher combining-pvalues rank-truncated-product

UpdatedDec 11, 2022
C++

ytliu0 /p-value_calculators

p-value calculators written for STAT 200 at UIUC

statistics p-values pvalue-calculators

UpdatedOct 25, 2018
JavaScript

vaitybharati /P26.-Supervised-ML---Multiple-Linear-Regression---Cars-dataset

Supervised-ML---Multiple-Linear-Regression---Cars-dataset. Model MPG of a car based on other variables. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Levera…

python eda scatter-plot ols-regression statsmodels aic correlation-analysis collinearity-diagnostics heteroscedasticity p-values vif t-score multi-linear-regression residual-analysis cooks-distance r-square-values influence-plot homoscedasticity leverage-value

UpdatedJun 13, 2021
Jupyter Notebook

mathsyouth /statistics-notes

Identifying and avoiding common misinterpretations in using statistics

statistics statistical-tests effect-size power-analysis normal-distribution statistical-power p-values

UpdatedJul 2, 2018
Jupyter Notebook

deeprpatel700 /Regression_Analysis_-_Factors_affecting_Life_Expectancy

Statistical Multivariate Regression Analysis to determine the effects of mortality, economic and social factors on life expectancy.

ggplot2 dplyr regression-models hypothesis-testing multicollinearity correlation-matrix stepwise-regression p-values reduced-order-models normality-test alsm

UpdatedJan 9, 2021
R

PeterSchuld /TUe-Improving_Statistical_Inferences

Eindhoven University of Technology (TU/e) course "Improving your statistical inferences" by Daniel Lakens on Coursera (completed Dec 2022).

statistical-inference bayesian-statistics likelihood-functions p-values

UpdatedFeb 19, 2023
R

jcatanza /utilities

utility notebooks

jupyter-notebooks sigmoid-function p-values html-table-extractor

UpdatedApr 3, 2020
Jupyter Notebook

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