Introduction to Business analytics and Modern Statistics(IMS) Assignment

Assignment Task

Question 

1. Refer to figure 4.8 in the book Introduction to modern statistics(IMS). Choose a dearest from the Indian context. Recreate figure 4.8 Wow a comment about what can be learnt from the chat.

2. Refer to section 10.5.2 in the book R for Data Science (R4DS). Choose a dataset from an Indian context. Use this data set to create a time map similar to the one in the book.

What story does it say?

Are your categorical variables unordered? If so, what have you done about it?

Make the chat as readable as possible.

3. Refer to section in the book Introduction to Statistical Learning. It has a list of common problems that can occur with linear regression. Choose a dataset from an Indian context.

Choose a response variable. What other predictors are in data that can be associated with the response variable? Run a multiple linear mode that shows your understanding of how response and predictors are related.

Check for all the problems mentioned in the 3.3.3 section for the model you created. Explain and show how you identify and fix these problems. Create the residual vs fitted values chart.

4. This has steps to create a map. Use your choose data set to create an appropriate map

5. Read chapter 17 of the book The Effect, to section 17.2.1(including this section).

Choose a listed stock from NSE. Replicate the study in section 17.2.1 What are the interesting examples you could think of in the Indian context? Use one of those.

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