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Record Nr. |
UNISALENTO991004297838307536 |
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Autore |
Washington, Simon |
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Titolo |
Statistical and econometric methods for transportation data analysis / Simon Washington ... [et al.] |
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Pubbl/distr/stampa |
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Boca Raton, FL : CRC Press, 2020 |
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ISBN |
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Edizione |
[3rd ed.] |
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Descrizione fisica |
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Collana |
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Interdisciplinary statistics |
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Altri autori (Persone) |
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Karlaftis, Matthew G. |
Mannering, Fred L. |
Anastasopoulos, Panagiotis |
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Disciplina |
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Soggetti |
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Transportation - Statistical methods |
Transportation - Econometric models |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Section 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 |
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