R-squared measure for categorical data goodness-of-fit analysis using the surrogate R-squared
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Mar 19, 2024 - C++
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r-squared-statistic
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Integrated Project for Business
statistics linear-regression intersection standardization regression-models correlation-coefficient correlation-matrix z-score stepwise-regression correlation-analysis multiple-linear-regression scatterplot-visualization annova r-squared-statistic
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Oct 13, 2025 - Jupyter Notebook
This research project explores the correlation between lifestyle choices and sleep efficiency, with the goal of creating a predictive model for sleep efficiency based on individual lifestyle factors. The project will employ a regression model derived from the field of Mathematical Modeling.
correlation-analysis mean-square-error multiple-linear-regression multivariate-polynomial-regression r-squared-statistic
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Dec 24, 2024 - Python
Реализация модели линейной регрессии без использования специальных библиотек для задачи прогнозирования цены автомобиля в зависимости от его пробега; регуляризация; MSE, R-squared statistic; визуализация функций потерь и предсказаний цены по данной выборке
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Jun 24, 2024 - Python
Linear Regression is a foundational tool in predictive modeling that helps establish relationships between variables and make informed predictions.
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Sep 22, 2024 - Jupyter Notebook
A complete guide to Ordinary Least Squares regression with diagnostics, robust alternatives, and best practices. Includes theory, implementation, model comparison, and practical recommendations using Python's statsmodels.
modeling linear-regression p-value statistical-analysis statistical-inference autocorrelation polynomial-regression multicollinearity coefficient-estimates regression-analysis heteroscedasticity residual-analysis model-diagnostics statmodels durbin-watson ordinary-least-square-regression homoscedasticity jarque-bera-test r-squared-statistic
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Apr 3, 2026 - Jupyter Notebook
Bayesian Statistics: Linear Regression and multi-linear models and related concepts (multicollinearity, correlation coefficient etc) on iris dataset in pymc3
python correlation linear-regression pymc3 bayesian-statistics multicollinearity iris-dataset pearson-correlation-coefficient multi-linear-regression confounding-variables r-squared-statistic
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Jan 27, 2024 - Jupyter Notebook
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