regress-exog

There are 0 repository under regress-exog topic.

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

  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 years Marketing Spend -- spend on Marketing in the past few years State -- states from which data is collected Profit -- profit of each state in the past few years.

  pythonstatsmodelssmfedacorrelation-analysispairplotols-regressionmulti-linear-regressionp-valuersquare-valuescollinearity-diagnosticsresidual-analysisvifhomoscedasticityheteroscedasticityregress-exogcooks-distanceleverage-scoremlrnumpy
  Language:Jupyter Notebook 3

• PatilSukanya / Assignment-05.-Multiple-Linear-regression-Q2

  Used libraries and functions as follows:

  collinearity-diagnosticscooks-distancecorrelation-analysisedaheteroscedasticityhomoscedasticityleverage-scoremlrmultiple-linear-regressionnumpyols-regressionpairplotpythonregress-exogresidual-analysisrsquare-valuessmfstatsmodelsvif
  Language:Jupyter Notebook 0

• shwetapardhi / 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 years Marketing Spend -- spend on Marketing in t

  collinearity-diagnosticscooks-distancecorrelation-analysisedaheteroscedasticityhomoscedasticityleverage-scoremulti-linear-regressionnumpyols-regressionp-valuepair-plotpythonr-square-valuesregress-exogresidual-analysissmfstatsmodelsvif
  Language:Jupyter Notebook 0