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vaitybharati / Assignment-05-Multiple-Linear-Regression-2

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Assignment-05-Multiple-Linear-Regression-2. Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few y…

python numpy smf eda p-value mlr ols-regression statsmodels correlation-analysis collinearity-diagnostics heteroscedasticity vif rsquare-values pairplot multi-linear-regression leverage-score residual-analysis cooks-distance homoscedasticity regress-exog
  • Updated Jun 12, 2021
  • Jupyter Notebook

shwetapardhi / Assignment-05-Multiple-Linear-Regression-2

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Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t

python numpy smf eda p-value ols-regression statsmodels correlation-analysis collinearity-diagnostics heteroscedasticity vif multi-linear-regression leverage-score residual-analysis pair-plot cooks-distance r-square-values homoscedasticity regress-exog
  • Updated May 6, 2024
  • Jupyter Notebook

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