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- W658030993 abstract "This paper investigates the causal relationship between time-of-day choice and duration of maintenance activity episodes. An understanding of the causal relationship between these two choice behaviors may aid in the development of activity-based travel demand modeling systems that attempt to incorporate these two key aspects of activity behavior. The relationship between these two aspects of travel behavior is represented in this paper by considering two different causal structures: one structure in which activity duration is determined first and influences time-of-day choice, another structure in which time-of-day choice is determined first and influences activity duration. These two causal structures are estimated within two different modeling frameworks (Lee model vs. mixed model) that accommodate random error covariance in different ways. The analysis and model estimation are performed separately for non-commuter and commuter samples drawn from the 2000 Swiss Microcensus travel survey. The non-nested statistical test for discrete choice model is extended for rigorously comparing the alternative causal structures in joint discrete-continuous model. The Lee model estimation results indicate that the causal structure in which activity duration precedes time-of-day choice performs significantly better for both non-commuters and commuters. However, the mixed model estimation results indicate that the causal structure in which time-of-day choice precedes activity duration performs significantly better for non-commuters. For commuters, mixed model fails to give a conclusive result because the two causal structures are almost equally supported by the data." @default.
- W658030993 created "2016-06-24" @default.
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- W658030993 date "2007-01-01" @default.
- W658030993 modified "2023-09-29" @default.
- W658030993 title "Analysis of Relationship Between Timing and Duration of Maintenance Activities Using Alternative Joint Discrete-Continuous Modeling Systems" @default.
- W658030993 hasPublicationYear "2007" @default.
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