Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.

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• Updated Jun 10, 2021
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Supervised-ML---Multiple-Linear-Regression---Toyota-Cars. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Leverage value, Improving the Model, Model - Re-buil…

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• Updated Jun 14, 2021
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Prediction of Salary of individuals based on years of experience

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• Updated Sep 9, 2022
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Supervised-ML---Multiple-Linear-Regression---Cars-dataset. Model MPG of a car based on other variables. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Levera…

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• Updated Jun 13, 2021
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Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.p

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

• Updated May 6, 2024
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Used libraries and functions as follows:

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

• Updated Sep 12, 2022
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Prediction of Delivery Time of newspapers using Sorting Time

machine-learning linear-regression ols-regression residuals qqplots cooks-distance influence-plot homoscedasticity

• Updated Sep 9, 2022
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