Agent-based Household Micro-Datasets: An Estimation Method Composed of Generalized Attributes with Probabilistic Distributions from Sample Data and Available Control Totals by Attribute

• SUGIKI Nao

  Research & Planning Department, Docon Co., Ltd.

• VICHIENSAN Varameth

  Faculty of Engineering, Kasetsart University

• OTANI Noriko

  Faculty of Environmental and Information Studies, Tokyo City University

• MIYAMOTO Kazuaki

  Faculty of Environmental and Information Studies, Tokyo City University

抄録

The purpose of this study is to build a system to rationally estimate the agent-based household micro-dataset of the base year for land-use microsimulation. Attributes of a household can be classified into a general set of categories. This system, wherein a Monte Carlo simulation is used, deals with those attributes, either continuous or discrete, in a generalized scheme. It uses sample data that contain full information on the micro-data to establish the correlation between the attributes and the available statistical data or census data. To reproduce the correlation between continuous attribute variables, independent variables that can be obtained based on the sample data are introduced and employed as intervening variables. Attributes of a whole household are probabilistically determined based on Logit and other models obtained from sample data. Finally, a case study of the system application to a person-trip-survey dataset of the Sapporo metropolitan area is presented.

収録刊行物

• Asian Transport Studies

  Asian Transport Studies 2 (1), 3-18, 2012

  Eastern Asia Society for Transportation Studies

キーワード

• Land-use microsimulation
• Agent-based household micro-dataset
• Estimation system
• Household attributes

詳細情報

• CRID: 1390282680341179520
• NII論文ID: 130004965103
• DOI: 10.11175/eastsats.2.3
• ISSN: 21855560
• 本文言語コード: en
• データソース種別:
  • JaLC
  • CiNii Articles
• 抄録ライセンスフラグ: 使用不可