Generalized_Linear_Model

This contains fitting of 3 different types of regression models

    1. Logistic regression
    2. Linear regression
    3. Poisson regression

using statsmodels library in Python.

Along with that it contains 3 datasets that is used for fitting the regression models

1. logistic_data.csv - it contains 3 variables as

    a. gpa of the candidate
    b. work experience of the candidate
    c. whether the candidate admitted for a particular course with 2 outcomes 1 for yes and 0 for no
   

2. linear_data.csv - it contains 3 varaibles as

    a. horsepower of cars
    b. acceleration of cars 
    c. mpg of cars
   

3. count_data.csv - it contains 3 variables as

    a. Math score of students
    b. Science score of students
    c. Awards received by the students