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Statistical Theory For Data Analysis Project

By Shahar Dekel and Amit Feiner
Total score- A+

jupyter

Assignment #1 - Done!
The goals of the first task are:

  1. Selecting a suitable file
  2. Descriptive analysis of the data
  3. Formulation of relevant research questions

Assignment #2 - Done!
The purpose of Task 2 in the project is to test the effect of sample size on the length of the confidence intervals and test results.

Assignment #3 - Done!
The purpose of task 3 in the project is to examine the effect of the explanatory variables (Xs) on the explained variable (Y)

Assignment #4 - Done!
Bootstrap and permutation tests

Assignment #5 - Done!
The purpose of Task 5 is to implement the Bayesian method and deal with missing data

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data analysis and statistical manipulations on heart disease dataset.

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