Statistical and Econometric Methods for Transportation Data Analysis
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Linear Regression

2020 ◽  
pp. 55-104
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Linear Regression

Bayesian Statistical Methods

2020 ◽  
pp. 391-403
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Statistical Methods

Random Parameters Models

2020 ◽  
pp. 313-360
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Random Parameters

Background and Exploration in Time Series

2020 ◽  
pp. 147-172
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Time Series

Count Data Models

2020 ◽  
pp. 237-252
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Count Data ◽  
Data Models ◽  
Count Data Models

Latent Variable Models

2020 ◽  
pp. 197-215
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Latent Variable ◽  
Latent Variable Models

Forecasting in Time Series

2020 ◽  
pp. 173-195
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Time Series

Panel Data Analysis

2020 ◽  
pp. 135-146
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Data Analysis ◽  
Panel Data ◽  
Panel Data Analysis

Statistical Inference II

2020 ◽  
pp. 21-51
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
Keyword(s):  
Statistical Inference

Bivariate and Multivariate Dependent Variable Models

2020 ◽  
pp. 373-389
Author(s):  
Simon Washington ◽  
Matthew Karlaftis ◽  
Fred Mannering ◽  
Panagiotis Anastasopoulos
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