Abstract Details
Activity Number:
|
246
|
Type:
|
Contributed
|
Date/Time:
|
Monday, August 4, 2014 : 2:00 PM to 3:50 PM
|
Sponsor:
|
Business and Economic Statistics Section
|
Abstract #310967
|
|
Title:
|
Predicting the Default Characteristics of Microfinance Borrowers in Turkey: A Probit Analysis
|
Author(s):
|
Eyub Yegen*+
|
Companies:
|
SUNY Oswego
|
Keywords:
|
Probit Analysis ;
Decision Model ;
Loan Defaults ;
Microfinance Repayment ;
Econometrics
|
Abstract:
|
This article is the first complete study that identifies the common idiosyncratic characteristics of defaulted microfinance loans in Turkey by using a probit analysis. The study is based on 104,393 observations from a pooled data that was provided by the Turkish Grameen Microfinance Program (TGMP). Three models were designed and two tests were used in attempting to find the appropriate decision model to identify default. According to the hypothesis test results of the most appropriate model, seventeen variables were highly significant at the one percent level. This probit model may be used by Turkish microfinance institutions as a criterion to identify the likeliness of potential borrowers' repayments.
|
Authors who are presenting talks have a * after their name.
Back to the full JSM 2014 program
|
2014 JSM Online Program Home
For information, contact jsm@amstat.org or phone (888) 231-3473.
If you have questions about the Professional Development program, please contact the Education Department.
The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.
Copyright © American Statistical Association.