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Titlebook: Data and the American Dream; Contemporary Social Matthew J. Holian Book 2021 The Editor(s) (if applicable) and The Author(s), under exclus

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發(fā)表于 2025-3-21 19:01:47 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Data and the American Dream
副標(biāo)題Contemporary Social
編輯Matthew J. Holian
視頻videohttp://file.papertrans.cn/264/263257/263257.mp4
概述Provides an accessible discussion of social science research on hot topics like immigration, health care, and climate change.Uses the American Community Survey as a way to show the reader how to do re
圖書封面Titlebook: Data and the American Dream; Contemporary Social  Matthew J. Holian Book 2021 The Editor(s) (if applicable) and The Author(s), under exclus
描述.This book paints a portrait of social life in America by providing an accessible discussion of empirical economics research on issues such as illegal immigration, health care and climate change. All the studies in this book use the same data source: individual responses to the American Community Survey (ACS), the nation‘s largest household survey..The author identifies studies that clearly illustrate core econometric methods (such as regression control and difference-in-differences), replicates key statistics from the studies, and helps the reader to carefully interpret the statistics. This book has a companion website with replication files in R and Stata format. The Appendix to this book contains a guide to using the free R software, downloading the ACS and other public-use microdata, and running the replication files, which assumes no background knowledge on the part of the reader beyond introductory statistics. By opening up the hood on how top scholars use core econometric methods to analyze large data sets, a motivated reader with a decent computer and Internet connection can use this book to learn not only how to replicate published research, but also to extend the analysis
出版日期Book 2021
關(guān)鍵詞Big Data; American Community Survey; ACS; Econometrics; Statistics; immigration; health care; climate chang
版次1
doihttps://doi.org/10.1007/978-3-030-64262-4
isbn_softcover978-3-030-64264-8
isbn_ebook978-3-030-64262-4
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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發(fā)表于 2025-3-21 23:19:02 | 只看該作者
ric methods to analyze large data sets, a motivated reader with a decent computer and Internet connection can use this book to learn not only how to replicate published research, but also to extend the analysis978-3-030-64264-8978-3-030-64262-4
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Paying the Bills: School, Jobs, and Health Insurancereneurship offers another illustration of the basic D-in-D model. This chapter introduces a new way, pre-trends analysis, to probe the model’s assumptions, and a new variant of D-in-D, the fixed effect D-in-D model. It also reviews some of the extensive literature that has analyzed both health and l
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Getting Around: Cars and Land Used by population density, and vehicle ownership. It describes how the American Community Survey (ACS) can be used to study questions related to commuting and working from home. It emphasizes an intuitive understanding of the technique, and shows how a natural experiment on sibling gender and home siz
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發(fā)表于 2025-3-23 02:06:43 | 只看該作者
Conclusion: What Do We Know and What Should We Do?senting examples of research that has used the American Community Survey. The focus of this final chapter is rather different. The key question I address here is, how should these empirical estimates be used to guide public policy decision-making?.
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