Analysis of Economic Data, 2nd Edition

by Gary Koop (University of Strathclyde, UK)

• ISBN13: 9780470024683
• ISBN10: 0470024682
• Edition: 2nd
• Format: Paperback
• Copyright: 2005-06-01
• Publisher: WILEY

Summary

Analysis of Economic Data teaches methods of data analysis to students whose primary interest is not in econometrics, statistics or mathematics. It shows students how to apply econometric techniques in the context of real-world empirical problems. It adopts a largely non-mathematical approach relying on verbal and graphical intuition and covers most of the tools used in modern econometrics research e.g. correlation, regression and extensions for time-series methods. It contains extensive use of real data examples and involves readers in hands-on computer work. The new edition includes new material on the mathematical background required by students and, for those readers unfamiliar with this background, a brief explanation of the relevant mathematics. Topics covered include: the equation of a straight line, the summation operator, and logarithms. The author also includes a much greater discussion of data transformations such as growth rates and index numbers. More material will also be added on data sources, largely focusing on internet data sources. Gary Koop has a very high international profile in the field of econometrics and is well known for his books and numerous journal publications. The second edition provides stronger coverage of the relevant introductory mathematics, including: the equation of a straight line, the summation operator, and logarithms. This will make the book more accessible for those students who have limited mathematical skills. Greater discussion is also provided of data transformations such as growth rate and index numbers. Index numbers are becoming increasingly important and are frequently used in economics courses. More material will also be provided on data sources, especially internet data sources which are becoming extremely important as a means of gathering data. Some students have difficulty with the collection of data and the inclusion of this material will help those students.

Author Biography

Gary Koop is Professor of Economics at the University of Leicester.

Table of Contents

Preface to the first edition

Preface to the second edition

Introduction

Basic data handling

Correlation

An introduction to simple regression

Statistical aspects of regression

Multiple regression

Regression with dummy variables

Regression with time lags: distributed lag models

Univariate time series analysis

Regression with time series variables

Applications of time series methods in macroeconomics and finance

Limitations and extensions

Writing an empirical project

Data directory

Index

Table of Contents provided by Publisher. All Rights Reserved.