Introductory econometrics
a modern approach
Wooldridge, Jeffrey M.
1960-
creator
text
Boston, MA
Cengage Learning
c2016
6th ed.
monographic
xxi, 789 p. : ill. ; 24 cm.
Discover how empirical researchers today actually consider and apply econometric methods with the practical approach in Wooldridge's INTRODUCTORY ECONOMETRICS: A MODERN APPROACH, 6E. Unlike traditional texts, this book uniquely demonstrates how econometrics has moved beyond a set of abstract tools to become genuinely useful for answering questions in business, policy evaluation, and forecasting. INTRODUCTORY ECONOMETRICS is organized around the type of data being analyzed with a systematic approach that only introduces assumptions as they are needed. This makes the material easier to understand and, ultimately, leads to better econometric practices. Packed with relevant applications, the text incorporates more than 100 intriguing data sets, available in six formats. Updates introduce the latest emerging developments in the field.
The nature of econometrics and economic date -- Regression analysis with cross-sectional data. The simple regression model ; Multiple regression analysis : estimation ; Multiple regre4ssion analysis : inference ; Multiple regression analysis : OLS asymptotics ; Multiple regression : further issues ; Multiple regression analysis with qualitative information : binary (or dummy) variables ; Heteroskedasticity ; More on specification and data issues -- Regression analysis with time series data. Basic regression analysis with time series data ; Further issues in using OLS with time series data ; Serial correlation and heteroskedasticity in time series regressions -- Advances topics. Pooling cross sections across time : simple panel data methods ; Advanced panel data methods ; Instrumental variables estimation and two stage least squares ; Simultaneous equations models ; Limited dependent variable models and sample selection corrections ; Advanced time series topics ; Carrying out an empirical project ; Appendix A. Basic mathematical tools -- Appendix B. Fundamentals of probability -- Appendix C. Fundamentals of mathematical statistics -- Appendix D. Summary of matrix algebra -- Appendix E. The linear regression model in matrix form -- Appendix F. Answers to chapter questions -- Appendix G. Statistical tables.
Jeffrey M. Wooldridge
Includes bibliographical references (pages 750-755) and index.
Econometrics
330.015195 WO IN
9781305270107
130527010X
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