Practice Material
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Aug 14, 2020 - Jupyter Notebook
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cook-distance
Here are 5 public repositories matching this topic...
an R project of manipulating and fittingdata into regression with 95.5% R-Square, involving Automated Selection, detecting outliers, influential observations and multicollinearity
linear-regression outlier-detection multicollinearity log-transformation vif cook-distance automated-model-selection
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Oct 12, 2018
Numerical Methods: "Life Expectancy & Linear Regression" Group Project - 2nd Semester 2021 - Computer Science, UBA
linear-regression prediction least-square-regression residuals life-expectancy r2-score cook-distance rmse-score t-student-distribution
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Mar 11, 2023 - C++
Diagnostic tools for regression modeling.
r statistics regression ols regression-models regression-diagnostics residuals regression-analysis heteroskedasticity cook-distance diagnoser
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Aug 12, 2022 - R
Using the Python programming language, this analysis tested seven hypotheses across three phases: whether AI, BCT, and BDA relate to, individually predict, and jointly predict the perceived effectiveness of Forensic Fraud Investigation (FFI). Pearson correlation, simple and multiple linear regressions were used, with OLS assumption checks reported.
statistics correlation-coefficient regression-analysis simple-linear-regression correlation-analysis multiple-linear-regression vif diagnostic-plots cook-distance pearson-correlation-coefficient q-q-plot durbin-watson-test breusch-pagan influential-cases scale-location-plot tolerance-analysis residuals-analysis residuals-vs-fitted breusch-pagan-lm-test histogram-of-residuals-with-normal-curve
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Sep 27, 2026 - Jupyter Notebook
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