[Lec. # 06] Trip Generation Regression Models

Trip Generation Regression Models (Key contents) Basic Assumptions of Regression Analysis Checklist for Model Validation and Soundness Common Functional Forms in Demand Modeling Aggregation Level and Model Specification Model Validation :A Case Study of Household-based Model (About the Lecture Series) This professional lecture series is systematically designed to provide a clear and accurate understanding of the core terms and concepts of transportation planning and the traditional four-step transportation demand model. (Instructor's Goal) Drawing on 31 years of experience as a professor in the Department of Transportation and Logistics Engineering, my goal is to distill the most fundamental key concepts and help you easily grasp them. (Lecture Timeline) 00:00 Lecture Subject and Lecturer 08:55 Basic Assumptions of Regression Analysis 12:21 Checklist for Model Validation and Soundness 15:18 Common Functional Forms in Demand Modeling 17:55 Aggregation Level and Model Specification 23:56 Model Validation :A Case Study of Household-based Model