Big Data for Twenty-First-Century Economic Statistics

Big Data for Twenty-First-Century Economic Statistics PDF Author: Katharine G. Abraham
Publisher: University of Chicago Press
ISBN: 022680125X
Category : Business & Economics
Languages : en
Pages : 502

Get Book Here

Book Description
Introduction.Big data for twenty-first-century economic statistics: the future is now /Katharine G. Abraham, Ron S. Jarmin, Brian C. Moyer, and Matthew D. Shapiro --Toward comprehensive use of big data in economic statistics.Reengineering key national economic indicators /Gabriel Ehrlich, John Haltiwanger, Ron S. Jarmin, David Johnson, and Matthew D. Shapiro ;Big data in the US consumer price index: experiences and plans /Crystal G. Konny, Brendan K. Williams, and David M. Friedman ;Improving retail trade data products using alternative data sources /Rebecca J. Hutchinson ;From transaction data to economic statistics: constructing real-time, high-frequency, geographic measures of consumer spending /Aditya Aladangady, Shifrah Aron-Dine, Wendy Dunn, Laura Feiveson, Paul Lengermann, and Claudia Sahm ;Improving the accuracy of economic measurement with multiple data sources: the case of payroll employment data /Tomaz Cajner, Leland D. Crane, Ryan A. Decker, Adrian Hamins-Puertolas, and Christopher Kurz --Uses of big data for classification.Transforming naturally occurring text data into economic statistics: the case of online job vacancy postings /Arthur Turrell, Bradley Speigner, Jyldyz Djumalieva, David Copple, and James Thurgood ;Automating response evaluation for franchising questions on the 2017 economic census /Joseph Staudt, Yifang Wei, Lisa Singh, Shawn Klimek, J. Bradford Jensen, and Andrew Baer ;Using public data to generate industrial classification codes /John Cuffe, Sudip Bhattacharjee, Ugochukwu Etudo, Justin C. Smith, Nevada Basdeo, Nathaniel Burbank, and Shawn R. Roberts --Uses of big data for sectoral measurement.Nowcasting the local economy: using Yelp data to measure economic activity /Edward L. Glaeser, Hyunjin Kim, and Michael Luca ;Unit values for import and export price indexes: a proof of concept /Don A. Fast and Susan E. Fleck ;Quantifying productivity growth in the delivery of important episodes of care within the Medicare program using insurance claims and administrative data /John A. Romley, Abe Dunn, Dana Goldman, and Neeraj Sood ;Valuing housing services in the era of big data: a user cost approach leveraging Zillow microdata /Marina Gindelsky, Jeremy G. Moulton, and Scott A. Wentland --Methodological challenges and advances.Off to the races: a comparison of machine learning and alternative data for predicting economic indicators /Jeffrey C. Chen, Abe Dunn, Kyle Hood, Alexander Driessen, and Andrea Batch ;A machine learning analysis of seasonal and cyclical sales in weekly scanner data /Rishab Guha and Serena Ng ;Estimating the benefits of new products /W. Erwin Diewert and Robert C. Feenstra.

Big Data for Twenty-First-Century Economic Statistics

Big Data for Twenty-First-Century Economic Statistics PDF Author: Katharine G. Abraham
Publisher: University of Chicago Press
ISBN: 022680125X
Category : Business & Economics
Languages : en
Pages : 502

Get Book Here

Book Description
Introduction.Big data for twenty-first-century economic statistics: the future is now /Katharine G. Abraham, Ron S. Jarmin, Brian C. Moyer, and Matthew D. Shapiro --Toward comprehensive use of big data in economic statistics.Reengineering key national economic indicators /Gabriel Ehrlich, John Haltiwanger, Ron S. Jarmin, David Johnson, and Matthew D. Shapiro ;Big data in the US consumer price index: experiences and plans /Crystal G. Konny, Brendan K. Williams, and David M. Friedman ;Improving retail trade data products using alternative data sources /Rebecca J. Hutchinson ;From transaction data to economic statistics: constructing real-time, high-frequency, geographic measures of consumer spending /Aditya Aladangady, Shifrah Aron-Dine, Wendy Dunn, Laura Feiveson, Paul Lengermann, and Claudia Sahm ;Improving the accuracy of economic measurement with multiple data sources: the case of payroll employment data /Tomaz Cajner, Leland D. Crane, Ryan A. Decker, Adrian Hamins-Puertolas, and Christopher Kurz --Uses of big data for classification.Transforming naturally occurring text data into economic statistics: the case of online job vacancy postings /Arthur Turrell, Bradley Speigner, Jyldyz Djumalieva, David Copple, and James Thurgood ;Automating response evaluation for franchising questions on the 2017 economic census /Joseph Staudt, Yifang Wei, Lisa Singh, Shawn Klimek, J. Bradford Jensen, and Andrew Baer ;Using public data to generate industrial classification codes /John Cuffe, Sudip Bhattacharjee, Ugochukwu Etudo, Justin C. Smith, Nevada Basdeo, Nathaniel Burbank, and Shawn R. Roberts --Uses of big data for sectoral measurement.Nowcasting the local economy: using Yelp data to measure economic activity /Edward L. Glaeser, Hyunjin Kim, and Michael Luca ;Unit values for import and export price indexes: a proof of concept /Don A. Fast and Susan E. Fleck ;Quantifying productivity growth in the delivery of important episodes of care within the Medicare program using insurance claims and administrative data /John A. Romley, Abe Dunn, Dana Goldman, and Neeraj Sood ;Valuing housing services in the era of big data: a user cost approach leveraging Zillow microdata /Marina Gindelsky, Jeremy G. Moulton, and Scott A. Wentland --Methodological challenges and advances.Off to the races: a comparison of machine learning and alternative data for predicting economic indicators /Jeffrey C. Chen, Abe Dunn, Kyle Hood, Alexander Driessen, and Andrea Batch ;A machine learning analysis of seasonal and cyclical sales in weekly scanner data /Rishab Guha and Serena Ng ;Estimating the benefits of new products /W. Erwin Diewert and Robert C. Feenstra.

The Global Findex Database 2017

The Global Findex Database 2017 PDF Author: Asli Demirguc-Kunt
Publisher: World Bank Publications
ISBN: 1464812683
Category : Business & Economics
Languages : en
Pages : 228

Get Book Here

Book Description
In 2011 the World Bank—with funding from the Bill and Melinda Gates Foundation—launched the Global Findex database, the world's most comprehensive data set on how adults save, borrow, make payments, and manage risk. Drawing on survey data collected in collaboration with Gallup, Inc., the Global Findex database covers more than 140 economies around the world. The initial survey round was followed by a second one in 2014 and by a third in 2017. Compiled using nationally representative surveys of more than 150,000 adults age 15 and above in over 140 economies, The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution includes updated indicators on access to and use of formal and informal financial services. It has additional data on the use of financial technology (or fintech), including the use of mobile phones and the Internet to conduct financial transactions. The data reveal opportunities to expand access to financial services among people who do not have an account—the unbanked—as well as to promote greater use of digital financial services among those who do have an account. The Global Findex database has become a mainstay of global efforts to promote financial inclusion. In addition to being widely cited by scholars and development practitioners, Global Findex data are used to track progress toward the World Bank goal of Universal Financial Access by 2020 and the United Nations Sustainable Development Goals. The database, the full text of the report, and the underlying country-level data for all figures—along with the questionnaire, the survey methodology, and other relevant materials—are available at www.worldbank.org/globalfindex.

The Secrets of Economic Indicators

The Secrets of Economic Indicators PDF Author: Bernard Baumohl
Publisher: Financial Times/Prentice Hall
ISBN:
Category : Business & Economics
Languages : en
Pages : 408

Get Book Here

Book Description
Every day, stocks, bonds, and currencies bounce wildly in response to new economic indicators. Money managers obsess over those statistics, because they provide crucial clues about the future of the economy and the financial markets. Now "you "can use these indicators to make smarter investment decisions, just like the professionals do.You don't need an economics degree, or a CPA... just this easy-to-use book. Former "TIME "Magazine senior economics reporter Bernard Baumohl has done the impossible: he's made economic indicators "fascinating." Using real-world examples and stories, Baumohl illuminates every U.S. and foreign indicator that matters.Where to find them.What they look like. What the insiders know about their track records. And "exactly "how to interpret them. Whether you're an investor, broker, portfolio manager, researcher, journalist, or student, you'll find this book indispensable.Nobody can predict the future with certainty. But "The Secrets of Economic Indicators "will get you as close as humanly possible. What the numbers "really "mean... ...to stocks, bonds, rates, currencies, and you Ahead of the curve: spotting turning points Calling recessions and recoveries in time to profit from them Leading indicators: where's the economy "really "heading Decoding initial unemployment claims, housing starts, the yield curve, and other predictors Beyond the borders Why foreign indicators are increasingly important-and how to use them Making sense of indicators in conflict What to do when the numbers disagree Finding the data Free web resources for the latest economic dataInvestments ""This is the most up-to-date guide to economic indicators and their importance to financial markets in print. For anyone trying to follow the economic data, this should be next to your "computer so that you can understand and find the data on the Internet." David Wyss, Chief Economist, Standard and Poor's ""I find Baumohl's writing fascinating. Just about anyone who's serious about understanding which way the economy is headed will want to read this book. It could be a classic."" Harry Domash, Columnist for MSN Money and Publisher, Winning Investing Newsletter ""Every business person or investor should keep a copy of Baumohl's book close-at-hand. It is great, at long last, to have someone who has eliminated what may have been so perplexing to so many and to have done so with such remarkable clarity."" Hugh Johnson, Chief Investment Officer, First Albany ""Bernie Baumohl has written a "must read" educational and reference book that every individual investor will find indispensable for watching, monitoring, and interpreting the markets."" Allen Sinai, President and Chief Global Economist, Decision Economics, Inc. ""Baumohl has a gift for taking a complicated subject and allowing it to read like a fast-moving novel. I recommend this book if you care about your future finances."" Morris E. Lasky, CEO, Lodging Unlimited, Inc.-manager and consultant for $6 billion in hotel assets; Chairman, Lodging Conference; Chairman, International Hotel Conference ""I think this is an excellent book. It's well written, accessible to a variety of readers, deals with an interesting and important subject, and covers the topic well. It deserves to get a lot of notice and use."" D. Quinn Mills, Alfred J. Weatherhead Jr., Professor of Business Administration, Harvard Business School "The fascinating, plain-English guide to economic indicators: what they mean, and how to use them." "Unemployment. Inflation. Consumer confidence. Retail sales.".. Every morning brings new economic statistics. Which economic indicators really matter? What do they mean for stocks, bonds, interest rates, currencies..."your portfolio?" How can you use them to make faster, smarter investment decisions? Simple, clear, non-technical, friendly, "usable."..the "only "book of its kind! By former renowned "TIME "Magazine economics journalist Bernard Baumohl. (c) Copyright Pearson Education. All rights reserved.

Handbook of Key Economic Indicators

Handbook of Key Economic Indicators PDF Author: R. Mark Rogers
Publisher: McGraw Hill Professional
ISBN: 9780070540453
Category : Business & Economics
Languages : en
Pages : 332

Get Book Here

Book Description
This text provides a thorough explanation of the non-financial economic indicators that are closely watched by the financial markets. It details how the indicators are compiled and what the statistical significance is for the economy, as well as presenting insights into interpreting the data.

Data Analysis for Business, Economics, and Policy

Data Analysis for Business, Economics, and Policy PDF Author: Gábor Békés
Publisher: Cambridge University Press
ISBN: 1108483011
Category : Business & Economics
Languages : en
Pages : 741

Get Book Here

Book Description
A comprehensive textbook on data analysis for business, applied economics and public policy that uses case studies with real-world data.

State Data Book

State Data Book PDF Author: United States. Rehabilitation Services Administration. Division of Monitoring and Program Analysis. Statistical Analysis and Systems Branch
Publisher:
ISBN:
Category : Rehabilitation
Languages : en
Pages : 56

Get Book Here

Book Description


Time the Markets

Time the Markets PDF Author: Charles D. Kirkpatrick
Publisher: FT Press
ISBN: 0132931931
Category : Business & Economics
Languages : en
Pages : 209

Get Book Here

Book Description
In Time the Markets, award-winning technical analyst Charles D. Kirkpatrick applies technical analysis to key economic indicators and shows how to use them to identify market shifts, avoid loss, and become a more profitable long-term investor. Drawing on many years of publicly available data, Kirkpatrick demonstrates how to uncover powerful buy and sell signals and shows how to incorporate corporate, industry, monetary, sentiment, and market data into reliable timing indicators that can help you recognize impending stock and bond market dangers--and get out of the way. Relying primarily on proven technical analysis methods, Kirkpatrick incorporates trading system methods that have proven successful in market timing, including trend and momentum analysis, use of protective and trailing stops, and periodicity. Reflecting the latest insights into behavioral finance, he shares important new insight into measuring marketplace momentum and sentiment--helping long-term investors identify and evade the marketplace irrationalities that often cause capital loss.

Guide to Economic Indicators

Guide to Economic Indicators PDF Author: Norman Frumkin
Publisher: Routledge
ISBN: 1317469275
Category : Business & Economics
Languages : en
Pages : 278

Get Book Here

Book Description
Now revised and expanded, this widely-used desk reference provides quick and easy access to current and reliable data on the major statistical measures of the U.S. economy. Equally useful for students, general readers, economists, analysts, journalists, and investors, the guide provides concise, jargon-free explanations of the meaning, use, and availability of more than 70 macroeconomic indicators, including websites, recent trends, and current data.

The Trader's Guide to Key Economic Indicators

The Trader's Guide to Key Economic Indicators PDF Author: Richard Yamarone
Publisher: John Wiley & Sons
ISBN: 1118233131
Category : Business & Economics
Languages : en
Pages : 322

Get Book Here

Book Description
A handy reference to understanding key economic indicators and acting on them New economic data are reported virtually every trading day. Investors, big and small, have to understand how these reports influence their investments, portfolios, and future sources of income. The third edition of The Trader's Guide to Key Economic Indicators examines the most important economic statistics currently used on Wall Street. In a straightforward and accessible style, it tells you exactly what these reports measure and what they really mean. Filled with in-depth insights and practical advice, this reliable resource sheds some much-needed light on theses numbers and data releases and shows you what to look for and how to react to various economic indicators. Covers everything from gross domestic product and employment to consumer confidence and spending Author Richard Yamarone shares his experience as a former trader, academic, and current Wall Street economist Illustrated with instructive graphs and charts that will put you ahead of market curves Engaging and informative, this book will put you in a better position to make more informed investment decisions, based of some of today's most influential economic indicators.

Interpreting Economic and Social Data

Interpreting Economic and Social Data PDF Author: Othmar W. Winkler
Publisher: Springer Science & Business Media
ISBN: 3540687211
Category : Business & Economics
Languages : en
Pages : 272

Get Book Here

Book Description
"Interpreting Economic and Social Data" aims at rehabilitating the descriptive function of socio-economic statistics, bridging the gap between today's statistical theory on one hand, and econometric and mathematical models of society on the other. It does this by offering a deeper understanding of data and methods with surprising insights, the result of the author's six decades of teaching, consulting and involvement in statistical surveys. The author challenges many preconceptions about aggregation, time series, index numbers, frequency distributions, regression analysis and probability, nudging statistical theory in a different direction. "Interpreting Economic and Social Data" also links statistics with other quantitative fields like accounting and geography. This book is aimed at students and professors in business, economics demographic and social science courses, and in general, at users of socio-economic data, requiring only an acquaintance with elementary statistical theory.