Introduces first-year social science undergraduates to the practical aspects of simple regression analysis, without adopting an esoteric, mathematical approach.
Introduces first-year social science undergraduates to the practical aspects of simple regression analysis, without adopting an esoteric, mathematical approach.
M. C. Baddeley is Director of Studies (Economics), Fellow and College Lecturer at Gonville and Caius College, University of Cambridge. She is the author of Investment: Theories and Analysis (2003).
Inhaltsangabe
List of figures List of tables List of boxes List of acronyms How to use this book Part I. Simple Regression and Data Analysis: 1. An introduction to ordinary least squares 2. Running simple regressions: global poverty and growth 3. Using logs and estimating elasticities: demand for air travel 4. Hypothesis testing: health expenditures and the quality of life Part II. Multiple Regression and Diagnostic Testing: 5. Multiple regression analysis: housing demand in the UK 6. Heteroscedasticity: R&D, innovation and economic performance 7. Autocorrelation: tourism and the environment 8. Model misspecification: Tobin's q and investment in the USA Part III. Time Series Econometrics: 9. Structural breaks, non-stationarity and spurious regressions: venture capital and computing investment in the USA 10. Error correction models AND cointegration: consumption and the multiplier in the UK Part IV. Advanced Topics: 11. Panel estimation: divorce and income 12. Binary dependent variables: war and poverty Index.
List of figures List of tables List of boxes List of acronyms How to use this book Part I. Simple Regression and Data Analysis: 1. An introduction to ordinary least squares 2. Running simple regressions: global poverty and growth 3. Using logs and estimating elasticities: demand for air travel 4. Hypothesis testing: health expenditures and the quality of life Part II. Multiple Regression and Diagnostic Testing: 5. Multiple regression analysis: housing demand in the UK 6. Heteroscedasticity: R&D, innovation and economic performance 7. Autocorrelation: tourism and the environment 8. Model misspecification: Tobin's q and investment in the USA Part III. Time Series Econometrics: 9. Structural breaks, non-stationarity and spurious regressions: venture capital and computing investment in the USA 10. Error correction models AND cointegration: consumption and the multiplier in the UK Part IV. Advanced Topics: 11. Panel estimation: divorce and income 12. Binary dependent variables: war and poverty Index.
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