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ECHTE STATISTIKEN: MIT ÖKONOMETRIE FÜR DIE POLITIKWISSENSCHAFT UND von Michael A. Bailey-
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eBay-Artikelnr.:297480863732
Artikelmerkmale
- Artikelzustand
- Book Title
- Real Stats: Using Econometrics for Political Science and Public
- ISBN-10
- 0199981949
- Genre
- SOCIAL SCIENCE
- ISBN
- 9780199981946
Über dieses Produkt
Product Identifiers
Publisher
Oxford University Press, Incorporated
ISBN-10
0199981949
ISBN-13
9780199981946
eBay Product ID (ePID)
220292775
Product Key Features
Number of Pages
624 Pages
Publication Name
Real Stats : Using Econometrics for Political Science and Public Policy
Language
English
Subject
Econometrics, Statistics
Publication Year
2015
Type
Textbook
Subject Area
Social Science, Business & Economics
Format
Trade Paperback
Dimensions
Item Height
1 in
Item Weight
32.8 Oz
Item Length
9.1 in
Item Width
7.3 in
Additional Product Features
Intended Audience
College Audience
LCCN
2015-032221
Dewey Edition
23
Reviews
"It's written like a transcript of a conversation of a stats person trying to explain the fundamentals of causal inference to a smart friend who doesn't really know much about statistics. It makes the subject fun. I actually found myself smiling while reading it. I wish I'd had this book in grad school."--Sarah E. Croco, University of Maryland"Real Stats is a new type of introductory statistics book, one grounded in contemporary understandings of causal inferences, that introduces students to essential statistical concepts in an engaging, accessible, yet serious fashion. This book's policy orientation and ample use of important, relevant examples will motivate students, and its careful and up-to-date explanation of key concepts will provide a firm foundation for both future courses and work in policy and legal environments."--Christopher Way, Cornell University"The three real advantages of the book are its accessibility, its focus on endogeneity, and its reliance on regression. This is exactly how I think the class should be taught. Real Stats will engage students better than any other book."-David Peterson, Iowa State University, "It's written like a transcript of a conversation of a stats person trying to explain the fundamentals of causal inference to a smart friend who doesn't really know much about statistics. It makes the subject fun. I actually found myself smiling while reading it. I wish I'd had this book in grad school."--Sarah E. Croco, University of Maryland "Real Stats is a new type of introductory statistics book, one grounded in contemporary understandings of causal inferences, that introduces students to essential statistical concepts in an engaging, accessible, yet serious fashion. This book's policy orientation and ample use of important, relevant examples will motivate students, and its careful and up-to-date explanation of key concepts will provide a firm foundation for both future courses and work in policy and legal environments."--Christopher Way, Cornell University "The three real advantages of the book are its accessibility, its focus on endogeneity, and its reliance on regression. This is exactly how I think the class should be taught. Real Stats will engage students better than any other book."-David Peterson, Iowa State University
Illustrated
Yes
Dewey Decimal
330.01/5195
Table Of Content
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 Statistical 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 Statistical 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 a Statistical Realist Appendices Citations and Additional Notes Guide to Selected Discussion Questions Bibliography Glossary Index
Synopsis
Real Stats offers an engaging and practical introduction to statistical analysis for upper-level undergraduates and first-year graduate students in political science, public policy, and law. Grounded in contemporary understandings of causal inferences, the text invites students to see how econometric tools can help answer important and interesting questions. 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.
LC Classification Number
HB139.B345 2016
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