influence-plot

Here are 7 public repositories matching this topic...

vaitybharati / Assignment-05-Multiple-Linear-Regression-1

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

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

Updated Jun 10, 2021
Jupyter Notebook

vaitybharati / P27.-Supervised-ML---Multiple-Linear-Regression---Toyoto-Cars

Star

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…

python smf eda scatter-plot ols-regression statsmodels correlation-analysis collinearity-diagnostics multiple-linear-regression heteroscedasticity rsquare-values residual-analysis cooks-distance influence-plot homoscedasticity leverage-value

Updated Jun 14, 2021
Jupyter Notebook

manasik29 / Prediction-of-Salary-of-individuals-based-of-Years-of-Experience

Star

Prediction of Salary of individuals based on years of experience

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

Updated Sep 9, 2022
Jupyter Notebook

vaitybharati / P26.-Supervised-ML---Multiple-Linear-Regression---Cars-dataset

Star

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…