Implementation of a realistic artificial data generator for crash data generation

L Hoover, MI Jahan, T Bhowmik, SD Tirtha… - Accident Analysis & …, 2024 - Elsevier
In this paper, a framework is outlined to generate realistic artificial data (RAD) as a tool for
comparing different models developed for safety analysis. The primary focus of …

Accommodating spatio-temporal dependency in airline demand modeling

SD Tirtha, T Bhowmik, N Eluru - Journal of Air Transport Management, 2024 - Elsevier
The objective of the current study is to examine monthly air passenger departures at the
airport level considering spatial interactions between airports. In this study, we develop a …

Modelling activity generation and scheduling decisions, and exploring the interplay with telecommuting

S Khaddar - 2024 - open.library.ubc.ca
The thesis presents novel econometric structures to model daily activity-travel behaviour of
an individual including their activity generation and activity scheduling decisions, and their …

Numerical methods for optimization-based model estimation and inference

DS Bunch - Handbook of choice modelling, 2024 - elgaronline.com
Researchers frequently use quantitative models to study and analyze choice behavior. They
may obtain data on observed choice behavior through a variety of sources and methods …