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GitHub topics: statmodels

gabriel-fallen/orange-statmodels

Orange3 widgets wrapping Statmodels library

Language: Python - Size: 72.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

Jabulente/effects-size-measurements

This repo implements scalable, reusable Python scripts to compute key effect size metrics—including Pearson’s r, Eta-squared, Partial Eta-squared, and Cohen’s d—to help quantify relationships and differences in data for statistical analysis.

Language: Jupyter Notebook - Size: 989 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

pb319/Segment-Stream

A repository dedicated to the analysis of customer segmentation. This project aims to implement and evaluate various segmentation methodologies, drawing inspiration and techniques from current research in the field.

Language: Jupyter Notebook - Size: 19.5 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Abhinavexists/Regression

A comprehensive implementation of various regression techniques in Machine Learning.

Language: Jupyter Notebook - Size: 2.87 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

vermenea/masters---AD-signaling-pathway-using-Hsp90-inhibitor

Influence of 17-AAG a Hsp90 inhibitor on signaling pathway in Atopic Dermatitis

Language: Python - Size: 423 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

egorumaev/2024-ab-tests-metrics

Анализ соответствия размера выборки и плановых значений метрик A/B-теста

Language: Jupyter Notebook - Size: 158 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

KentaItakura/blog-post-about-conjoint-analysis-

This repo contains files for the blog post about conjoint analysis

Language: Jupyter Notebook - Size: 472 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 0

nick-gould/design-of-experiments

Using Python to work up a Design of Experiments

Language: Jupyter Notebook - Size: 104 KB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

Hamid-abdellaoui/Crop-yield-prediction

Crop yield Forecasting on the basis of meteorological predictions using some Time series & ML models

Language: Jupyter Notebook - Size: 9.88 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

xxl4tomxu98/econometrics-gdp-dpi-VAR

Multivariate time series Vector Autoregression Model (VAR) on real world GDP and DPI (and some other indexes). Bayesian Structured Time Series (BSTS).

Language: Jupyter Notebook - Size: 7.19 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 2

HayaAlmutairi/A-B-testing

Tried to understand whether the company should implement a new page or keep the old page with some statistical techniques.

Language: HTML - Size: 5.93 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

amruta33/Telecom-Churn-Case-Study

Building a classification model for reducing the churn rate for a telecom company.

Language: Jupyter Notebook - Size: 2.39 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ChangZero/Hyundai_Heavy_Industries_DT

Hyundai Heavy Industries Digital Transformation(현대중공업DT인력과정)

Language: Jupyter Notebook - Size: 13.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

DelRene/Detecteur_de_faux_billets

Apprentissage supervisé : Création de modèles prédictifs

Language: Jupyter Notebook - Size: 3.72 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

shanuhalli/Assignment-Forecasting

Forecast the Airlines Passengers and CocaCola Prices data set. Prepare a document for model explaining. How many dummy variables you have created and RMSE value for model. Finally which model you will use for Forecasting.

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

shanuhalli/Assignment-Simple-Linear-Regression

Predict delivery time using sorting time and Build a prediction model for salary hike.

Language: Jupyter Notebook - Size: 538 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

shanuhalli/Assignment-Multi-Linear-Regression

Prepare a prediction model for profit of 50 startups data and Consider only the some columns and prepare a prediction model for predicting Price.

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

shanuhalli/Assignment-Basic-Statistics-Level-2

ExcelR Data Science Assignment No 2

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shanuhalli/Assignment-Basic-Statistics-Level-1

ExcelR Data Science Assignment No 1

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shanuhalli/Assignment-Hypothesis-Testing

ExcelR Data Science Assignment No 3

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PatilSukanya/Assignment-04.-Simple-Linear-Regression-Q1

Used libraries and functions as follows:

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FishmanMax/ML_coursework

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ZeyadMoawad/Udacity-Analyze-A-B-Test-Results-Project

Udacity Data Analyst Nanodegree - Project III

Language: Jupyter Notebook - Size: 5.86 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

philsaurabh/Tutorials

Tutorials for BSE classes.

Language: Jupyter Notebook - Size: 560 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

yujisatojr/py-stock-prediction

Stock price analysis and prediction using pandas

Language: Jupyter Notebook - Size: 275 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Emon-ProCoder7/Data-Driven-Decision-Making-With-Statistics

My this project repository focused on hypothesis testing involving T-test, Chi-square test, Binomial Test, ANOVA, Sample Size Determination with scipy, statmodels modules.

Language: Jupyter Notebook - Size: 80.1 KB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

Related Keywords
statmodels 26 numpy 14 pandas 12 python 11 seaborn 11 statistics 8 matplotlib 8 machine-learning 5 linear-regression 4 data-science 4 hypothesis-testing 4 sklearn 4 regression 3 probability 3 scikit-learn 3 normal-distribution 2 jupyter-notebook 2 logistic-regression 2 plotly 2 scipy 2 time-series 2 feature-engineering 2 forecasting-models 2 simple-linear-regression 2 matplotlib-pyplot 2 ols-regression 2 python3 2 ttest 2 correlation-analysis 2 forecasting 2 descriptive-statistics 1 functions-of-random-variables 1 sampling-distributions 1 assignment-01 1 central-tendency-data 1 confidence-interval 1 confidence-intervals 1 central-limit-theorem 1 assignment-02 1 variance-inflation-factor 1 sklearn-metrics 1 scalling 1 outlier-detection 1 multi-linear-regression 1 model-selection 1 exploratory-data-analysis 1 assignment-05 1 matlplotlib 1 log-transformation 1 assignment-04 1 anova 1 tvalue 1 supervised-learning 1 rmse-score 1 pvalue 1 principal-component-analysis 1 pca-scratch 1 ordinary-least-squares 1 multiple-linear-regression 1 chisquare 1 anova-analysis 1 graph 1 correlation 1 t-score 1 smf 1 regression-plot 1 r-square-values 1 p-value 1 model-testing 1 model-predictions 1 model-building 1 eda 1 distplot 1 data-visualization 1 assignment-03 1 types-of-data 1 shape-of-data 1 dispersion-data 1 copula-path-forecast 1 bayesian-var-models 1 bayesian-inference 1 sarima 1 predictive-modeling 1 lstm-neural-networks 1 autoregressive 1 arima-model 1 tutorial 1 design-of-experiments 1 conjoint-analysis 1 monte-carlo-method 1 latex 1 regression-model 1 regression-analysis 1 multivariate-analysis 1 kmeans-clustering 1 customer-segmentation 1 scipy-stats 1 real-world-applications 1 pearsonr 1 p-values 1