Statistical and Econometric Methods for Transportation Data Analysis pdf epub mobi txt 電子書下載2025

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出版者:

作者:Washington, Simon P.; Karlaftis, Matthew G.; Mannering, Fred L.

出品人:

頁數:544

译者:

出版時間:2010-12

價格:$ 112.94

裝幀:

isbn號碼:9781420082852

叢書系列:

圖書標籤:

交通
數理
統計學
計量經濟學
交通數據
數據分析
迴歸分析
時間序列分析
麵闆數據
離散選擇模型
空間計量經濟學
交通建模

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具體描述

Now in its second edition, this book describes tools that are commonly used in transportation data analysis. The first part of the text provides statistical fundamentals while the second part presents continuous dependent variable models. With a focus on count and discrete dependent variable models, the third part features new chapters on mixed logit models, logistic regression, and ordered probability models. The last section provides additional coverage of Bayesian statistical modeling, including Bayesian inference and Markov chain Monte Carlo methods. Data sets are available online to use with the modeling techniques discussed.