Individual Models: Demographics & Mobility California Department 1 Mortality Model Binary Logit of Public Health California Department 2 Birth Model Binary Logit of Public Health Base Year License 3 Binary Logit FHWA Model Highway Statistics 2010 4 Obtain License Model Binary Logit FHWA (California) 5 Maintain License Binary Logit Rule Based Individual Models: Schooling Models Multinomial 6 School location model SCAG Survey 2003 Multinomial 7 College location model SCAG Survey 2003 Logit Base Year Dropout Rate 8 Binary Logit SCAG Survey 2003 Model Base Year Education Multinomial 9 SCAG Survey 2003 Attainment Logit Individual Models: Employment Models Participation Binary Logit SCAG Survey 2003 Model Start Employment 11 Binary SCAG Survey 2003 Model Employment Industry Multinomial 12 SCAG Survey 2003 Model Logit 13 Work Flexibility Model Ordered Probit SCAG Survey 2003 Multinomial 14 Work Duration Model SCAG Survey 2003 Logit Currently a very simple constants only is used. It Continue Employment Multinomial Bureau of Statistics 15 is preferable to have a more Model Logit 2012 comprehensive model based on survey data. Household Income 16 Ordered Probit SCAG Survey 2003 Model Multinomial 17 Work location model SCAG Survey 2003 Logit Table A-1: CEMSELTS Evolution Model Components (Continued) Current Data Sl. Num. Model Description Model Type Comment Source Household Formation Models
Individual Models: Demographics & Mobility 1 Mortality Model Binary Logit California Department of Public Health 2 Birth Model Binary Logit California Department of Public Health 3 Base Year License Model Binary Logit FHWA 4 Obtain License Model Binary Logit Highway Statistics 2010 FHWA (California) 5 Maintain License Binary Logit Rule Based Individual Models: Schooling Models 6 School location model Multinomial SCAG Survey 2003 7 College location model Multinomial Logit SCAG Survey 2003 8 Base Year Dropout Rate Model Binary Logit SCAG Survey 2003 9 Base Year Education Attainment Multinomial Logit SCAG Survey 2003 Individual Models: Employment Models Participation Model Binary Logit SCAG Survey 2003 11 Start Employment Model Binary SCAG Survey 2003 12 Employment Industry Model Multinomial Logit SCAG Survey 2003 13 Work Flexibility Model Ordered Probit SCAG Survey 2003 14 Work Duration Model Multinomial Logit SCAG Survey 2003 15 Continue Employment Model Multinomial Logit Bureau of Statistics 2012 Currently a very simple constants only is used. It is preferable to have a more comprehensive model based on survey data. 16 Household Income Model Ordered Probit SCAG Survey 2003 17 Work location model Multinomial Logit SCAG Survey 2003 Table A-1: CEMSELTS Evolution Model Components (Continued) Sl. Num. Model Description Model Type Current Data Source Comment Household Formation Models
CEMSELTS_Final_Documentation_541.docx