Hi everyone,
I needed help with solving the endogeneity issues in logistic regression and I am not able to figure it out. The regression I have setup in economics perspective is like this:
Regression 1: logit Fintech applicant_sex minority log_applicant_income log_loan_amount home_purchase_loan refinancing_loan
Setup for solving endogeneity:
ivregress 2sls Fintech (log_applicant_income log_loan_amount = minority applicant_sex home_purchase_loan loan_type) refinancing_loan home_purchase_loan applicant_sex, first
predict predicted_x, xb
Regression 2: logit Fintech applicant_sex minority log_loan_amount log_applicant_income home_purchase_loan refinancing_loan predicted_x
My endogenous variables are log_applicant_income and log_loan_amount. Can you please confirm me if my setup is correct?
Can you please tell if my reg 2 is correct and solves for endogeneity?
Thank you very much in advance.
Previous post: https://www.statalist.org/forums/for...tic-regression
I needed help with solving the endogeneity issues in logistic regression and I am not able to figure it out. The regression I have setup in economics perspective is like this:
Regression 1: logit Fintech applicant_sex minority log_applicant_income log_loan_amount home_purchase_loan refinancing_loan
Setup for solving endogeneity:
ivregress 2sls Fintech (log_applicant_income log_loan_amount = minority applicant_sex home_purchase_loan loan_type) refinancing_loan home_purchase_loan applicant_sex, first
predict predicted_x, xb
Regression 2: logit Fintech applicant_sex minority log_loan_amount log_applicant_income home_purchase_loan refinancing_loan predicted_x
My endogenous variables are log_applicant_income and log_loan_amount. Can you please confirm me if my setup is correct?
Can you please tell if my reg 2 is correct and solves for endogeneity?
Thank you very much in advance.
Previous post: https://www.statalist.org/forums/for...tic-regression
