text_plain_output_1.png
import pandas as pd

import statsmodels.api as sm # https://www.statsmodels.org/stable/index.html

import pandas as pd
import matplotlib.pyplot as plt
import statsmodels.api as sm
input_data = pd.read_csv('../input/US_graduate_schools_admission_parameters_dataset_private.csv')

X = input_data[['GRE Score', 'IELTS Score', 'SOP', 'LOR ', 'CGPA']]
y = input_data['Chance of Admit ']
X = sm.add_constant(X)
multiple_linear_regression_model = sm.OLS(y, X)
multiple_linear_regression_model_fit = multiple_linear_regression_model.fit()
print(multiple_linear_regression_model_fit.params)