Assignments for the course IME692A
- Trying out different forecasting methods like Adaptive Exponential Smoothening, Holt's trend method, ARIMA, ETS etc.
- The solution to the first part is mentioned in the excel file
Question1.xlsx - The solution to the second part is given in the two R scripts which implements the Holt's `linear method and the adaptive exponential smoothing method for two different sets of data and calculates the u-statistic for each set.
- Multiple Linear Regression and estimators evaluation. The code is present in the R scripts in the folder along with the plots.
- Calculating probability distribution and CDF for minimum and maximum (
$f(X_{max})$ ,$f(X_{min})$ ,$F(X_{max})$ and$F(X_{min})$ of a set of Random Variables for the case of Chi-Square and Student-t distributions.
This folder contains the excel files and notebooks for the midsem examination
This folder contains the excel files and notebooks for the endsem examination