000 02694cam a22002538i 4500
001 137231
003 ISI Library, Kolkata
005 20230603020004.0
008 160114t20162017nyu b 001 0 eng
020 _a9780190296827 (paperback)
040 _aISI Library
050 0 0 _aHB139
_b.B344 2016
082 0 4 _a330.015195
_223
_bB155
100 1 _aBailey, Michael A.,
_eauthor
245 1 0 _aReal econometrics :
_bthe right tools to answer important questions /
_cMichael A. Bailey.
260 _aNew York :
_bOxford University Press,
_c2016.
300 _axxxi, 592 p. :
_billustrations ;
_c24 cm.
504 _aIncludes bibliographical references and index.
505 0 _a Chapter 1 The Quest for Causality -- Chapter 2 Stats in the Wild: Good Data Practices -- Part I The OLS Framework -- Chapter 3 Bivariate OLS: The Foundation of Econometric Analysis -- Chapter 4 Hypothesis Testing and Interval Estimation: Answering Research Questions -- Chapter 5 Multivariate OLS: Where the Action Is -- Chapter 6 Dummy Variables: Smarter Than You Think -- Chapter 7 Transforming Variables, Comparing Variables -- Part II The Contemporary Econometric Toolkit -- Chapter 8 Using Fixed Effects Models to Fight Endogeneity in Panel Data and Difference-in-Difference Models -- Chapter 9 Instrumental Variables: Using Exogenous Variation to Fight Endogeneity -- Chapter 10 Experiments: Dealing with Real-World Challenges -- Chapter 11 Regression Discontinuity: Looking for Jumps in Data -- Part III Limited Dependent Variables -- Chapter 12 Dummy Dependent Variables -- Part IV Advanced Material -- Chapter 13 Time Series: Dealing with Stickiness over Time -- Chapter 14 Advanced OLS -- Chapter 15 Advanced Panel Data -- Chapter 16 Conclusion: How to Be an Econometric Realist -- Appendices -- Citations and Additional Notes -- Guide to Selected Discussion Questions -- Bibliography -- Glossary -- Index.
520 _aThis book provides thorough coverage of the most frequently used methods of analysis and a diverse array of examples and case studies. Grounded in contemporary understandings of causal inference, the text invites students to see how econometric tools can help answer interesting questions ranging from whether police reduce crime, to how drinking affects students' grades, and to whether or not tall people make higher wages. This emphasis on practical applications, combined with a lively and conversational narrative, provides students with a solid foundation in the analytical tools they will use throughout their academic and professional careers.
650 0 _aEconometrics.
650 0 _aEconomics
_xStudy and teaching.
942 _2ddc
_cBK
_01
999 _c421193
_d421193