Analysing Economic Data - A Concise Introduction

Informationen zum Autor Terence Mills is Professor of Applied Statistics and Econometrics at Loughborough University, UK. He is the author of The Foundations of Modern Time Series Analysis and A Very British Affair: Six Britons and the Development of Time Series Analysis During the 20th Century, both published by Palgrave Macmillan. Klappentext Covers the key issues required for students wishing to understand and analyse the core empirical issues in economics. It focuses on descriptive statistics! probability concepts and basic econometric techniques and has an accompanying website that contains all the data used in the examples and provides exercises for undertaking original research. Zusammenfassung Covers the key issues required for students wishing to understand and analyse the core empirical issues in economics. It focuses on descriptive statistics! probability concepts and basic econometric techniques and has an accompanying website that contains all the data used in the examples and provides exercises for undertaking original research. Inhaltsverzeichnis 1. Introduction 2. Presenting and Summarising Data 3. Transforming Data 4. Index Numbers 5. Correlation 6. Regression 7. Basic Concepts of Probability 8. Probability Distributions 9. Continuous Random Variables and Probability Density Functions 10. Sampling and Sampling Distributions 11. Estimation and Inference 12. The Classical Regression Model 13. Multiple Regression 14. Autocorrelation 15. Heteroskedasticity 16. Simultaneity, Instrumental Variables and Non-Normal Errors 17. Testing for Stability in Regression Models 18. Basic Time Series Models

Product details

• Authors: T Mills, T. Mills
• Publisher: Palgrave UK
• Languages: English
• Product format: Paperback / Softback
• Released: 14.01.2014
• EAN: 9781349486564
• ISBN: 978-1-349-48656-4
• No. of pages: 309
• Series: Palgrave Texts in Econometrics; Palgrave Texts in Econometrics
• Subjects: Natural sciences, medicine, IT, technology > Mathematics; Social sciences, law, business > Business > Economics; B, Economics, finance, business & management, Statistics, Social Sciences, Economic Theory, Methodology of the Social Sciences, Social research & statistics, Statistical Theory and Methods, Management science, Probability & statistics, Quantitative Economics, Economic Theory/Quantitative Economics/Mathematical Methods, Palgrave Economics & Finance Collection, Econometrics & economic statistics, Econometrics, Sociological Methods