John Watkins, Andrey Vasnev, and Richard Gerlach, "Multiple Event Incidence and Duration Analysis for Credit Data Incorporating Non-Stochastic Loan Maturity", Journal of Applied Econometrics, Vol. 29, No. 4, 2014, pp. 627-648. The data used in this paper contain application information and performance outcomes for funded unsecured personal loans. The data are the property of an Australian financial institution, which does not permit access to anyone other than employees; hence the data cannot be lodged here. The financial institution also wishes to remain anonymous, resulting in the omission of the institution's name from the printed article. The variables used in our study and the sample selection criteria used to build modelling and forecasting data sets are described in Sections 4.3 to 4.5 of the paper. Descriptive statistics on the variables have not been included, as they were deemed confidential. The code for the likelihood function is the property of the authors and will be shared at their discretion. Please contact the corresponding author to request access to the MatLab code. Please address any questions to: Andrey L. Vasnev The University of Sydney Business School Room 480, Merewether building (H04) NSW 2006, Australia Email: andrey.vasnev [AT] sydney.edu.au