Statistical and Econometric Methods for Transportation Data Analysis - 3rd Edition

Simon Washington, Matthew Karlaftis, Fred Mannering, Panagiotis Anastasopoulos

Proper citation: Washington, S., Karlaftis, M., Mannering, F., Anastasopoulos, P., 2020. Statistical and econometric methods for transportation data analysis. Third edition, CRC Press, Taylor and Francis Group, New York, NY. 

For corrections to typographical errors please see: Errata

Website overview: This website contains a link to request lecture slides (accessible to confirmed instructors only), assignments corresponding to select example problems in the book, and the data associated with those problems. While other statistical packages may be used to undertake these example problems, the problems presented on this website use LIMDEP/NLOGIT available from Econometric Software, Inc. 

Lecture Slides: Instructors who have adopted the book for use in a class (as a required text) can request lecture slides by using this link (Please indicate University affiliation, course name and number, and number of students): Request instructor-support materials.


Assignments for Select Example Problems with Corresponding LIMDEP/NLOGIT Commands (See Book):

| Example 3.9 | Example 5.1 | Example 5.2| Example 5.2a |Example 10.2 | Example 11.3 | Example 11.7 | Example 13.1 | Example 13.1a | Example 13.1b | Example 13.7  | Example 14.1 | Example 14.2 | Example 16.1 | Example 16.2 | Example 16.3| Example 16.3 (extended to include latent classes and correlated random parameters) | Example 16.4 | Example 16.5 |Example 16.6 |Example 16.7 | Example 16.8 | Example 16.9 | Example 16.10 | Example 16.11 | Example 16.12 | Example 16.13 | Example 16.14 | Example 17.1 | Example 17.2 |Example 18.1 |Example 18.2 | Example 18.3 | Example 18.4 |       


Data Files for Above Example Problems:

Example 3.9  (see Table 3.9 on page 99 for data-column headings) 

Example 5.1  (see Table 5.3 on page 128 for data-column headings)

Example 5.2  (see Table in Example 5.2 above)

Example 5.2a  (see Table in Example 5.2a above)

Example 10.2  (see Table 10.1 on page 224 for data-column headings)

Example 11.3  (see Table 11.4 on page 244 for data-column headings)

Example 11.6  (see Table 11.4 on page 224 for data-column headings)

Example 13.1  (see Table 13.1 on page 268; actual data-column headings listed in assignment file)

Example 13.1a  (see Table 13.1 on page 268; actual data-column headings listed in assignment file)

Example 13.1b  (see Table 13.1 on page 268; actual data-column headings listed in assignment file)

Example 13.7  (see Table 13.3 on page 284 for data-column headings)

Example 14.1  (see Table 14.1 on page 293 for data-column headings)

Example 14.2  (see Table 14.4 on page 297 for data-column headings)

Example 16.1  (see Table 16.1 on page 316 for data-column headings)

Example 16.2  (see Table 16.3 on page 320 for data-column headings)

Example 16.3  (see Table 16.1 on page 316 for data-column headings)

Example 16.3 (extended)  (see Table 16.1 on page 316 for data-column headings)

Example 16.4  (see Table 10.1 on page 224 for data-column headings)

Example 16.5  (see Table 16.8 on page 327 for data-column headings)

Example 16.6  (see Table 16.10 on page 330 for data-column headings)

Example 16.7  (see Table 16.12 on page 334 for data-column headings)

Example 16.8  (see Table 14.4 on page 297 for data-column headings)

Example 16.9  (see Table 16.15 on page 339  for data-column headings)

Example 16.10  (see Table 16.15 on page 339  for data-column headings)

Example 16.11  (see Table 16.15 on page 339  for data-column headings)

Example 16.12  (see Table 16.20 on page 349  for data-column headings)

Example 16.13  (see Table 16.23 on page 354  for data-column headings)

Example 16.14  (see Table 16.26 on page 356  for data-column headings)

Example 17.1  (see Table 17.1 on page 363 for data-column headings)

Example 17.2  (see Table 16.15 on page 339  for data-column headings)

Example 18.1  (see Table 14.1 on page 293 for data-column headings)

Example 18.2  (see Table 14.1 on page 293 for data-column headings)

Example 18.3  (see Table 14.1 on page 293 for data-column headings)

Example 18.4  (see Table 18.6 on page 386 for data-column headings)


Other data files:

Speed data for Examples in Chapters 1 and 2 

Data for book Example 3.1  (see Table 3.2 on page 62 for data-column headings)

Data for book Example 4.1  (see Table 4.1 on page 113 for data-column headings)

Data for book Example 6.1  (see Table 6.1 on page 142 for data-column headings)

Data for book Example 7.2 

Data for book Example 9.1  (see Table 9.1 on page 200 for data-column headings)

Data for book Examples 11.1, 11.2, 11.5, 11.7  (see Table 11.1 on page 241 for data-column headings)


Other Links:

Seattle Traffic Map (Examples 10.2, 11.3, 11.6, 14.1, 16.3)

Chi square calculator

t-test calculator (one-tailed)

Normal distribution calculator - random parameters models

Dan McFadden interview