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Author:   Simon Washington ,  Matthew G. Karlaftis (National Technical University of Athens, Greece) ,  Fred Mannering (University of South Florida, Tampa, FL, USA) ,  Panagiotis Anastasopoulos
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Edition:   3rd edition
Weight:   1.038kg
ISBN:  

9780367199029

ISBN 10:   0367199025
Pages:   496
Publication Date:   12 February 2020
Audience:   College/higher education ,  Tertiary & Higher Education
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

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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Simon Washington, Matthew G. Karlaftis, Fred Mannering, Panagiotis Anastasopoulos

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