https://github.com/pegah-ardehkhani/statistics-and-probability-in-python

A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

confidence-intervals continuous-distributions discrete-distributions hypothesis-testing inferential-statistics matplotlib p-value parametric-hypothesis-tests probability probability-theory python python-statistics random-variables regression scipy statiscal-learning statistical-hypothesis-testing statistics statistics-for-data-science statistics-using-python

Last synced: 05 Apr 2025

https://github.com/kusterlab/curve_curator

Analysis platform for large-scale dose-dependent data

analysis bioinformatics curve-fitting dashboard decrypte decryptm dose-response p-value proteomics statistics viability

Last synced: 17 Mar 2026

https://github.com/VaibhavAbhimanyooHiwase/Risk_Calculation_using_Backward_Elimination_Algorithm_in_Life_Insurance

Implementation of backward elimination algorithm used for dimensionality reduction for improving the performance of risk calculation in life insurance industry.

alpha-value backward-elimination data-mining-algorithms data-science insurance kaggle-life-insurance life-insurance multiple-linear-regression p-value random-forest risk-analysis risk-assessment risk-calculations risk-modelling risk-models statistical-analysis statistical-data statistical-learning statistical-models statistics

Last synced: 29 Jul 2025

https://github.com/nunofachada/pval_adjust

Adjust p-values for multiple comparisons

bonferroni false-discovery-rate fdr matlab matlab-functions multiple-comparisons octave octave-functions octave-scripts p-value sidak statistical-tests

Last synced: 16 Jul 2025

https://github.com/kmedian/korr

collection of utility functions for correlation analysis

binary-correlation confusion-matrix correlation correlation-analysis correlation-matrix correlation-pairs eda kendall kendall-tau matthews p-value pearson pearson-correlation pypi python rank-correlation sample-correlation spearman

Last synced: 12 Apr 2025

https://github.com/nanxstats/signify

Shiny Web Application for Making Your p-value Sound Significant

hypothesis-testing p-value shiny-apps

Last synced: 22 Apr 2025

https://github.com/lastancientone/gdp_project

GDP Forcasting

data-analysis data-visualization excel forecast forecasting gdp hypothesis-testing p-value r-squared statistics

Last synced: 07 Feb 2026

https://github.com/kchu25/motifpvalue.jl

Threshold and p-value computations for Position Weight Matrices

bioinformatics genomics julia motif motifs p-value position-weight-matrix pwm regulatory-genomics transcription-factor-binding

Last synced: 21 Oct 2025

https://github.com/m-damien/statslator.js

🔢 Conversion between statistical reporting styles

conversion estimation nhst p-value statistics

Last synced: 19 Mar 2026

https://github.com/oliverhennhoefer/online-fdr

Online Multiple Hypothesis Testing.

addis alpha-investing alpha-spending anomaly-detection batching benjamini-hochberg bonferroni false-discovery-rate false-positive false-positive-control fdr fwer hypothesis-testing interim-analysis lond lord online-hypothesis-testing p-value saffron uncertainty-quantification

Last synced: 05 Mar 2025

https://github.com/jayita11/atliqo-bank-credit-card-launch-eda

This project involves exploratory data analysis and statistical testing for AtliQo Bank's new credit card launch. Key insights include targeting high-income occupations and the 18-25 age group. Recommendations focus on tailored marketing campaigns, education, and incentives to enhance credit card adoption and usage among young adults.

data-analysis hypothesis-testing matplotlib p-value pandas python seaborn statistics z-test

Last synced: 09 Apr 2026

https://github.com/steviecurran/z-value

Python code for calculating Z-value from the p-value

numerical-methods p-value significance-testing statistics teaching-materials

Last synced: 06 May 2026

https://github.com/shwetapardhi/assignment-04-simple-linear-regression-2

Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.

correlation-analysis data-visualization distplot eda feature-engineering model-building model-predictions model-template numpy ols-regression p-value pandas python r-square-values regression-plot seaborn simple-linear-regression smf statsmodels t-score

Last synced: 08 May 2026

https://github.com/lmizner/codecademy_farmburg_ab_testing

anova box-plot chi-square-test contingency-table one-sample-t-test p-value two-sample-t-test

Last synced: 02 Apr 2025

https://github.com/lmizner/codecademy_fetchmaker

anova box-plot chi-square-test contingency-table one-sample-t-test p-value two-sample-t-test

Last synced: 02 Apr 2025

https://github.com/josericodata/statisticsapp

Interactive statistics analysis app using Python and Streamlit. Perform key statistical tests, visualise distributions, and explore data with ease.

alpha-value chi-square-test confidence-intervals data-analysis dublin dublin-ireland europe hyphotesis-tests ireland normal-distribution null-hypothesis p-value portfolio python statistics streamlit t-test tech ubuntu z-test

Last synced: 26 Feb 2026

https://github.com/shwetapardhi/assignment-04-simple-linear-regression-1

Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Model Predictions using simple linear regressi

correlation-analysis data-visualization distplot eda feature-engineering model-building model-prediction model-testing numpy ols-regression p-value pandas python regression-plot rsquare-values seaborn simple-linear-regression smf statsmodel t-score

Last synced: 30 Apr 2026

https://github.com/patilsukanya/assignment-04.-simple-linear-regression-q1

Used libraries and functions as follows:

correlation-analysis data-visualization distplot eda feature-engineering model-building model-predictions model-testing numpy ols-regression p-value pandas python r-square-values regression-plot seaborn simple-linear-regression smf statmodels t-score

Last synced: 09 Apr 2026

https://github.com/hermann-web/some-common-statistical-methods

python module, showcasing computation (as part of a learning process) of some common statistical methods including mininum sample size, confidence interval estimation methods for mean or proportion, hypothesis testing mehods and regression models witth metrics and test suites

adjusted-r-squared beginner-project confidence-interval fisher-test hypothesis-testing kurtosis linear-regression log-likelihood log-loss-score-metric logistic-regression metrics-evaluation normality-test p-value python statistical-analysis statistical-models statistics student-test

Last synced: 23 Feb 2025

https://github.com/swapnilvishwakarma/insight-for-cab-investment-firm

After studying the historical data of the major cab services in major US cities, providing actionable advice to XYZ private firm for cab investment so that it can make an informed decision.

analysis exploratory-data-analysis hypothesis-testing matplotlib p-value seaborn

Last synced: 02 Feb 2026

https://github.com/lmizner/codecademy_heart_disease

anova box-plot chi-square-test contingency-table one-sample-t-test p-value two-sample-t-test

Last synced: 08 Feb 2026

https://github.com/shwetapardhi/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.p

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

Last synced: 19 May 2026

https://github.com/spacebakery/statistical-concepts

Statistics for Data Analysis | Sample Mean vs. Population Mean and P-Values

central-limit-theorem hypothesis-test p-value population-mean python sample-mean type-i-error type-ii-error

Last synced: 30 Jul 2025

https://github.com/wb-az/transformers-emotion-analysis

Emotion Analysis with Transformers

balanced-accuracy custom-bert-model dataloader-constructor distilbert emotion-analysis friedman-test huggingface-transformers matthews-correlation-coefficient metrics models-ranking nlp-machine-learning p-value pytorch roberta-large sentiment-analysis tokenizer word2vec-embeddinngs

Last synced: 05 Mar 2025

https://github.com/shwetapardhi/assignment-03-q1--hypothesis-testing

Q1.A F&B manager wants to determine whether there is any significant difference in the diameter of the cutlet between two units. A randomly selected sample of cutlets was collected from both units and measured? Analyze the data and draw inferences at 5% significance level. Please state the assumptions and tests that you carried out to check validit

hypothesis-testing numpy p-value pandas python scipy significance-testing stats t-test

Last synced: 11 Apr 2026

https://github.com/lingfeiwang/fdrtoolw

Estimate (Local) False Discovery Rates with Weights, adapted from fdrtool

fdr p-value q-value

Last synced: 28 Oct 2025

https://github.com/zofiaqlt/customer_behaviour

🎯 Customer behaviour and sales analysis for a national bookstore library willing to adapt its digital vs. instore strategy - use of Python and JupyterLab (Business insights, Data collection, Cleaning, EDA, Market Segmentation, Time Series analysis, Statistical tests and Data Visualization)

p-value python statistical-tests time-series

Last synced: 18 Apr 2026

https://github.com/steviecurran/bin-data

Bin data and plot

correlation p-value python quantile significance-testing statistics visualization

Last synced: 01 Mar 2025

https://github.com/shwetapardhi/assignment-05-multiple-linear-regression-2

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t

collinearity-diagnostics cooks-distance correlation-analysis eda heteroscedasticity homoscedasticity leverage-score multi-linear-regression numpy ols-regression p-value pair-plot python r-square-values regress-exog residual-analysis smf statsmodels vif

Last synced: 09 May 2026