Statistical and Econometric Methods for Transportation Data by Simon P. Washington,Matthew G. Karlaftis,Fred Mannering

By Simon P. Washington,Matthew G. Karlaftis,Fred Mannering

The complexity, range, and random nature of transportation difficulties necessitates a large analytical toolbox. Describing instruments typical within the box, Statistical and Econometric tools for Transportation info research, moment Edition presents an realizing of a large variety of analytical instruments required to resolve transportation difficulties. It contains a broad breadth of examples and case reports masking functions in quite a few features of transportation making plans, engineering, defense, and economics.

After a superior refresher on statistical basics, the publication specializes in non-stop established variable types and count number and discrete based variable types. in addition to a completely new part on different statistical tools, this variation bargains a wealth of recent material.

New to the second one Edition

  • A subsection on Tobit and censored regressions

  • An specific therapy of frequency area time sequence research, together with Fourier and wavelets research methods

  • New bankruptcy that provides logistic regression accepted to version binary outcomes

  • New bankruptcy on ordered chance models

  • New chapters on random-parameter types and Bayesian statistical modeling

  • New examples and information sets

Each bankruptcy basically offers primary techniques and ideas and contains quite a few references for these looking extra technical info and purposes. to augment a pragmatic figuring out of the modeling ideas, the information units utilized in the textual content are provided at the book’s CRC Press online page. PowerPoint and be aware displays for every bankruptcy also are to be had for obtain.

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