Transportation statistics and microsimulation

Transportation statistics and microsimulation

by Spiegelman, Clifford H., (Clifford Henry)

Type Book
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By discussing statistical concepts in the context of transportation planning and operations, Transportation Statistics and Microsimulation provides the necessary background for making informed transportation-related decisions. It explains the why behind standard methods and uses real-world transportation examples and problems to illustrate key concepts.

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Title Statements

  • Full title :Transportation statistics and microsimulation / Clifford H. Spiegelman, Eun Sug Park, Laurence R. Rilett.

Summary

By discussing statistical concepts in the context of transportation planning and operations, Transportation Statistics and Microsimulation provides the necessary background for making informed transportation-related decisions. It explains the why behind standard methods and uses real-world transportation examples and problems to illustrate key concepts.

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Edition Statements

  • Publication Date:©2011.

Publication Statements

  • Publisher(s):Chapman & Hall/CRC
  • Place of Publication:Boca Raton, FL
  • Language:eng
  • Publication Date:©2011.

Notes

"A CRC title."

The Physical Object

  • Description:1 online resource (xxvii, 355 pages) : : illustrations

Edition Identifiers

  • ISBN:9781439894545, 143989454X
  • DOI:10.1201/9781439894545
  • oclc:on1030941501
  • LC Classification:TA1145
  • Dewey Decimal:388.01/5195

Table of Contents

The Role of Statistics in Transportation Engineering -- Graphical Methods for Displaying Data -- Numerical Summary Measures -- Probability and Random Variables -- Common Probability Distributions -- Sampling Distributions -- Inferences: Hypothesis Testing and Interval Estimation -- Other Inferential Procedures: ANOVA and Distribution-Free Tests -- Inferences Concerning Categorical Data -- Linear Regression -- Regression Models for Count Data -- Experimental Design -- Cross-Validation, Jackknife, and Bootstrap Methods for Obtaining Standard Errors -- Bayesian Approaches to Transportation Data Analysis -- Microsimulation -- Appendix: Soft Modeling and Nonparametric Model Building.

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Subjects

BUSINESS & ECONOMICS -- Industries Statistics Transport -- Technologie TRANSPORTATION -- Public Transportation Transportation -- Simulation methods Transportation engineering -- Statistic…

Writers

Spiegelman, Clifford H., (Clifford Henr… Park, Eun Sug Rilett, Laurence R.

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