LEADER 01940cam a2200277Mi 4500 001 991004297838307536 005 20240313121216.0 008 231123s2020 flu 000 0 eng d 020 $a9780367199029 040 $aBibl. Dip.le Aggr. Ingegneria Innovazione - Sez. IngegneriaInnovazione$beng 082 0 $a388.015195$223 100 1 $aWashington, Simon$0759655 245 10$aStatistical and econometric methods for transportation data analysis /$bSimon Washington ... [et al.] 250 $a3rd ed. 260 $aBoca Raton, FL :$bCRC Press,$c2020 300 $axviii, 477 p. ;$c24 cm 490 1 $aInterdisciplinary statistics 505 0 $aSection I Fundamentals 1. Statistical Inference I: Descriptive Statistics 2. Statistical Inference II: Interval Estimation, Hypothesis Testing, and Population Comparisons Descriptive Statistics Section II Continuous Dependent Variable Models 3. Linear Regression 4. Violations of Regression Assumptions Simultaneous Equation Models 6. Panel Data Analysis 7. Background and Exploration in Time Series 8. Forecasting in Time Series: Autoregressive Integrated Moving Average (ARIMA) Models and Extensions 9. Latent Variable Models 10. Duration Models Section III Count and Discrete-Dependent Variable Models11. Count Data Models 12. Logistic Regression 13. Discrete Outcome Models 14. Ordered Probability Models 15. Discrete/Continuous Models Section IV Other Statistical Methods 16. Random Parameters Models 17. Latent Class (Finite Mixture) Models 18. Bivariate and Multivariate Dependent Variable Models 19. Bayesian Statistical Methods 650 4$aTransportation$xStatistical methods 650 4$aTransportation$xEconometric models 700 1 $aKarlaftis, Matthew G. 700 1 $aMannering, Fred L. 700 1 $aAnastasopoulos, Panagiotis 912 $a991004297838307536 996 $aStatistical and econometric methods for transportation data analysis$94130253 997 $aUNISALENTO