Projects in Awesome Lists tagged with anova-analysis

https://github.com/weijie-chen/basic-statistics-with-python

Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

anova-analysis data-science descriptive-statistics econometrics frequentist-statistics hypothesis-testing mathematics parameter-estimation probability

Last synced: 15 Dec 2024

https://github.com/edaaydinea/op2-prediction-of-the-different-progressive-levels-of-alzheimer-s-disease-with-mri-data

This is an optional model development project on a real dataset related to predicting the different progressive levels of Alzheimer’s disease (AD) with MRI data.

anova-analysis catboost-classifier chi-square-test data-science deep-learning keras-neural-networks lightgbm-classifier logistic-regression machine-learning multi-layer-perceptron-classifier neural-networks random-forest-classifier smote-oversampler tensorflow xgboost-classifier

Last synced: 11 Apr 2025

https://github.com/dataspieler12345/python-for-ds-ml

My Python learning experience 📚🖥📳📴💻🖱✏

anova-analysis anova-test beautifulsoup lasso-regression machine-learning-algorithms matplotlib matplotlib-pyplot monte-carlo-methods nltk-python numpy-library pandas-library polynomial-regression randomforestclassifier randomforestregressor ridge-regression scikitlearn-machine-learning scipy sckit-learn seaborn t-distribution

Last synced: 22 Nov 2024

https://github.com/lucashomuniz/project-08

Statistical Analysis of Hospitalization Costs: Leveraging SQL and R for Insights

anova-analysis anova-test data-analysis finance-analysis-data language-r linear-regression sql stastistical-model statistical-analysis

Last synced: 05 Feb 2025

https://github.com/cs2219/poc_data_analysis

CROWN PROSECUTION SERVICE CASE OUTCOMES BY PRINCIPAL OFFENCE CATEGORY (POC) DATA ANALYSIS AND VISUALIZATION REPORT

anova anova-analysis dataanalysis datacleaning kmeans-clustering knn-classification linear machine-learning-algorithms r random-forest-classifier regression visualization

Last synced: 02 Apr 2025

https://github.com/sahar-dev/multivariate_statistics

Explore multivariate statistics through hands-on university projects. Each project delves into real-world datasets, applying statistical techniques like ANOVA, two-factor analysis, and binary logistic regression. Understand data analysis, interpretation, and modeling with R.

anova-analysis linear-regression multivariate-statistics r

Last synced: 22 Feb 2025