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Big Data for Twenty-First-Century Economic Statistics

Author : Katharine G. Abraham

Publisher : University of Chicago Press

Page : 502 pages

File Size : 45,25 MB

Release : 2022-03-11

Category : Business & Economics

ISBN : 022680125X

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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.



Introductory Business Statistics 2e

Author : Alexander Holmes

Publisher :

Page : 1801 pages

File Size : 13,59 MB

Release : 2023-12-13

Category : Business & Economics

ISBN :

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Book Description

Introductory Business Statistics 2e aligns with the topics and objectives of the typical one-semester statistics course for business, economics, and related majors. The text provides detailed and supportive explanations and extensive step-by-step walkthroughs. The author places a significant emphasis on the development and practical application of formulas so that students have a deeper understanding of their interpretation and application of data. Problems and exercises are largely centered on business topics, though other applications are provided in order to increase relevance and showcase the critical role of statistics in a number of fields and real-world contexts. The second edition retains the organization of the original text. Based on extensive feedback from adopters and students, the revision focused on improving currency and relevance, particularly in examples and problems. This is an adaptation of Introductory Business Statistics 2e by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.



Economic Systems Analysis: Statistical Indicators

Author : Elena V. Sibirskaya

Publisher : Springer

Page : 144 pages

File Size : 47,16 MB

Release : 2018-05-15

Category : Technology & Engineering

ISBN : 331991247X

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Book Description

This book explores a wide range of issues related to the methodology, organization, and technologies of analytical work, showing the potential of using analytical tools and statistical indicators for studying socio-economic processes, forecasting, organizing effective companies, and improving managerial decisions. At the level of “living knowledge” in the broad context, it describes the essence of analytical technologies and means of applying analytical and statistical work. The book is of interest to readers regardless of their specialization: scientific research, medicine, pedagogics, law, administrative work, or economic practice. Starting from the premise that readers are familiar with the theory of statistics, which has formulated the general methods and principles of establishing the quantitative characteristics of mass phenomena and processes, it describes the concepts, definitions, indicators and classifications of socio-economic statistics, taking into consideration the international standards and the present-day practice of statistics in Russia. Although concise, the book provides plenty of study material as well as questions at the end of each chapter It is particularly useful for those interested in self-study or remote education, as well as business leaders who are interested in gaining a scientific understanding of their financial and economic activities.



Industry Research Using the Economic Census

Author : Jennifer C. Boettcher

Publisher : Bloomsbury Publishing USA

Page : 324 pages

File Size : 13,36 MB

Release : 2004-08-30

Category : Business & Economics

ISBN : 0313059179

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Book Description

Many business researchers, from novice to expert, have been amazed to find that the answers to their questions could be found in the Economic Censuses provided by the U.S. government. Until now, there have been no comprehensive guides to this valuable resource. Industry Research Using the Economic Census explains Census concepts, methods, terminology, and data sources in an understandable manner, and assists Census users in locating needed Census data. Designed as a working handbook, it does not duplicate the data from the census, but introduces users to the features, uses, and formats of the data. This guidebook also discusses the important changes that the 1997 and 2002 Economic Censuses introduced from previous versions. Librarians, businesspeople, researchers, faculty, and students will find this guide valuable for mining the riches found in the Economic Censuses.



American Community Survey

Author :

Publisher :

Page : 18 pages

File Size : 48,18 MB

Release : 2000

Category : American community survey

ISBN :

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The Economics of Artificial Intelligence

Author : Ajay Agrawal

Publisher : University of Chicago Press

Page : 172 pages

File Size : 21,10 MB

Release : 2024-03-05

Category : Business & Economics

ISBN : 0226833127

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Book Description

A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.



The Bicentennial Census

Author : National Academies of Sciences, Engineering, and Medicine

Publisher : National Academies Press

Page : 381 pages

File Size : 26,47 MB

Release : 2016-01-21

Category : Social Science

ISBN : 0309372976

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Book Description

In 1982 the Census Bureau requested the Committee on National Statistics to establish a panel to suggest research and experiments, to recommend improved methods, and to guide the Census Bureau on technical problems in appraising contending methods with regard to the conduct of the decennial census. In response, the panel produced an interim report that focused on recommendations for improvements in census methodology that warranted early investigation and testing. This report updates and expands the ideas and conclusions about decennial census methodology.



The Use of Economic Statistics

Author : Conrad Blyth

Publisher : Routledge

Page : 246 pages

File Size : 33,92 MB

Release : 2018-02-28

Category : Business & Economics

ISBN : 1351140914

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Book Description

Originally published in 1960 and 1966. This is an elementary introduction to the sources of economic statistics and their uses in answering economic questions. No mathematical knowledge is assumed, and no mathematical symbols are used. The book shows - by asking and answering a number of typical questions of applied economics - what the most useful statistics are, where they are found, and how they are to be interpreted and presented. The reader is introduced to the major British, European and American official sources, to the social accounts, to index numbers and averaging, and to elementary aids to inspection such as moving averages and scatter diagrams.



Enumerator's Manual

Author : United States. Bureau of the Census

Publisher :

Page : 156 pages

File Size : 39,1 MB

Release : 1951

Category : Housing

ISBN :

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Introduction to Economic Analysis

Author : R. Preston McAfee

Publisher : Orange Grove Texts Plus

Page : 0 pages

File Size : 36,95 MB

Release : 2009-09-24

Category : Economics

ISBN : 9781616100414

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Book Description

This book presents introductory economics material using standard mathematical tools, including calculus. It is designed for a relatively sophisticated undergraduate who has not taken a basic university course in economics. The book can easily serve as an intermediate microeconomics text. The focus of this book is on the conceptual tools. Contents: 1) What is Economics? 2) Supply and Demand. 3) The US Economy. 4) Producer Theory. 5) Consumer Theory. 6) Market Imperfections. 7) Strategic Behavior.