Big Data for Twenty-First-Century Economic Statistics

Katharine Abraham, Ron Jarmin, Brian Moyer and Matthew Shapiro

in NBER Books from National Bureau of Economic Research, Inc

JEL-codes: C5 C8 E2 E3 (search for similar items in EconPapers)
Date: 2022
Note: PR
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Chapters in this book:

Introduction: Big Data for Twenty-First-Century Economic Statistics: The Future Is Now , pp 1-22

Katharine Abraham, Ron Jarmin, Brian C. Moyer and Matthew Shapiro

Reengineering Key National Economic Indicators , pp 25-68

Gabriel Ehrlich, John Haltiwanger, Ron Jarmin, David Johnson and Matthew Shapiro

Big Data in the US Consumer Price Index: Experiences and Plans , pp 69-98

Crystal G. Konny, Brendan Williams and David M. Friedman

Improving Retail Trade Data Products Using Alternative Data Sources , pp 99-114

Rebecca J. Hutchinson

From Transaction Data to Economic Statistics: Constructing Real-Time, High-Frequency, Geographic Measures of Consumer Spending , pp 115-145

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 , pp 147-170

Tomaz Cajner, Leland Crane, Ryan Decker, Adrian Hamins-Puertolas and Christopher Kurz

Transforming Naturally Occurring Text Data into Economic Statistics: The Case of Online Job Vacancy Postings , pp 173-207

Arthur Turrell, Bradley Speigner, Jyldyz Djumalieva, David Copple and James Thurgood

Automating Response Evaluation for Franchising Questions on the 2017 Economic Census , pp 209-227

Joseph Staudt, Yifang Wei, Lisa Singh, Shawn Klimek, J. Jensen and Andrew Baer

Using Public Data to Generate Industrial Classification Codes , pp 229-246

John Cuffe, Sudip Bhattacharjee, Ugochukwu Etudo, Justin C. Smith, Nevada Basdeo, Nathaniel Burbank and Shawn R. Roberts

Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity , pp 249-273

Edward Glaeser, Hyunjin Kim and Michael Luca

Unit Values for Import and Export Price Indexes: A Proof of Concept , pp 275-295

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 , pp 297-338

John Romley, Abe Dunn, Dana Goldman and Neeraj Sood

Valuing Housing Services in the Era of Big Data: A User Cost Approach Leveraging Zillow Microdata , pp 339-370

Marina Gindelsky, Jeremy Moulton and Scott A. Wentland

Off to the Races: A Comparison of Machine Learning and Alternative Data for Predicting Economic Indicators , pp 373-402

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 , pp 403-436

Rishab Guha and Serena Ng

Estimating the Benefits of New Products , pp 437-473

Walter Diewert and Robert Feenstra

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