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A Pure Statistical Analysis using various tools of variable selection, model selection and diagnostics, model shrikage methods, verification using prediction error, and finally concluding on the model parameters impact on the dependent variable. View the video for a better and a deeper statistical intuition of the data analysis project!

  • Updated Aug 9, 2021
  • R

COVID-19 forecasting dashboard using data from John Hopkins University, PHE and www.gov.uk. An NHS Bed forecasting model for England is also added to the UK table and plotted. There is also a notebook for forecasting the Italy COVID-19 cases which implements a logistic model, and exponential model, and tries the fb prophet model. Important note:…

  • Updated Jun 8, 2020
  • Jupyter Notebook

The National Health and Nutrition Examination Survey (NHANES) is a program of studies designed to assess the health and nutritional status of adults and children in the United States. The NHANES interview includes demographic, socioeconomic, dietary, and health-related questions. Here, we use the Demographics dataset and reduce its dimensionalit…

  • Updated Dec 9, 2020
  • Jupyter Notebook

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