| business census required by law: Big Data for Twenty-First-Century Economic Statistics Katharine G. Abraham, Ron S. Jarmin, Brian C. Moyer, Matthew D. Shapiro, 2022-03-11 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. |
| business census required by law: Innovations in Federal Statistics National Academies of Sciences, Engineering, and Medicine, Division of Behavioral and Social Sciences and Education, Committee on National Statistics, Panel on Improving Federal Statistics for Policy and Social Science Research Using Multiple Data Sources and State-of-the-Art Estimation Methods, 2017-04-21 Federal government statistics provide critical information to the country and serve a key role in a democracy. For decades, sample surveys with instruments carefully designed for particular data needs have been one of the primary methods for collecting data for federal statistics. However, the costs of conducting such surveys have been increasing while response rates have been declining, and many surveys are not able to fulfill growing demands for more timely information and for more detailed information at state and local levels. Innovations in Federal Statistics examines the opportunities and risks of using government administrative and private sector data sources to foster a paradigm shift in federal statistical programs that would combine diverse data sources in a secure manner to enhance federal statistics. This first publication of a two-part series discusses the challenges faced by the federal statistical system and the foundational elements needed for a new paradigm. |
| business census required by law: County Business Patterns, United States , 1997 Includes a separate report for each state, the District of Columbia, Puerto Rico, and a U.S. summary. |
| business census required by law: Census of Construction Industries , 1977 |
| business census required by law: Growth Through Heterogeneous Innovations Ufuk Akcigit, William Robert Kerr, Harvard Business School, 2015 We study how external versus internal innovations promote economic growth through a tractable endogenous growth framework with multiple innovation sizes, multi-product firms, and entry/exit. Firms invest in external R&D to acquire new product lines and in internal R&D to improve their existing product lines. A baseline model derives the theoretical implications of weaker scaling for external R&D versus internal R&D, and the resulting predictions align with observed empirical regularities for innovative firms. Quantifying a generalized model for the recent U.S. economy using matched Census Bureau and patent data, we observe a modest departure for external R&D from perfect scaling frameworks. |
| business census required by law: Statistical Abstract of the United States, 2012 Census Bureau, U. S. Department of Commerce, 2011-09 The Statistical Abstract of the United States, published since 1878, is the standard summary of statistics on the social, political, and economic organization of the United States. It is designed to serve as a convenient volume for statistical reference and as a guide to other statistical publications and sources. The latter function is served by the introductory text to each section, the source note appearing below each table, and Appendix I, which comprises the Guide to Sources of Statistics, the Guide to State Statistical Abstracts, and the Guide to Foreign Statistical Abstracts. |
| business census required by law: 1972 Census of Selected Service Industries , 1974 |
| business census required by law: 1972 Census of Wholesale Trade United States. Bureau of the Census, 1976 |
| business census required by law: 1972 Census of Selected Service Industries United States. Bureau of the Census, 1975 |
| business census required by law: American Community Survey , 2000 |
| business census required by law: Statistical Abstract of the United States 2010 Census Bureau, 2009-12 The 129th edition of the Statistical Abstract continues a proud tradition of presenting a comprehensive and useful portrait of the social, political, and economic organization of the United States. The 2010 edition provides: More than 1,300 tables and graphs that cover a variety of topics such as religious composition of the U.S. population, the amount of debt held by families, parent participation in school-related activities, federal aid to state and local governments, types of work flexibility provided to employees, energy consumption, public drinking water systems, and suicide rates by sex and country. Expanded guide to other sources of statistical information both in print and on the Web. Listing of metropolitan and micropolitan areas and their population. Book jacket. |
| business census required by law: 1972 Census of Retail Trade United States. Bureau of the Census, 1974 |
| business census required by law: 1972 Census of Retail Trade: Area statistics: pt. 1. U.S. summary. Alabama-Indiana. pt. 2. Iowa-North Carolina. pt. 3. North Dakota-Wyoming United States. Bureau of the Census, 1976 |
| business census required by law: Monthly Wholesale Trade Report , 1965 |
| business census required by law: 1972 Census of Selected Service Industries : Subject Series United States. Bureau of the Census, 1975 |
| business census required by law: 1972 Census of Retail Trade: Summary and subject statistics United States. Bureau of the Census, 1976 |
| business census required by law: The American Business Encyclopedia and Legal Adviser John Davis Long, William Powell Wilson, Everett Cephas Bumpus, 1913 |
| business census required by law: 1982 Census of Retail Trade: Geographic area series (52 pts.) , 1984 |
| business census required by law: History of the ... Economic Censuses United States. Bureau of the Census, 1980 |
| business census required by law: Principles and Recommendations for Population and Housing Censuses United Nations. Statistical Division, 2008 The population and housing census is part of an integrated national statistical system, which may include other censuses (for example, agriculture), surveys, registers and administrative files. It provides, at regular intervals, the benchmark for population count at national and local levels. For small geographical areas or sub-populations, it may represent the only source of information for certain social, demographic and economic characteristics. For many countries the census also provides a solid framework to develop sampling frames. This publication represents one of the pillars for data collection on the number and characteristics of the population of a country. |
| business census required by law: United States Code United States, 2012 |
| business census required by law: The New Race Question Joel Perlmann, Mary C. Waters, 2002-11-14 The change in the way the federal government asked for information about race in the 2000 census marked an important turning point in the way Americans measure race. By allowing respondents to choose more than one racial category for the first time, the Census Bureau challenged strongly held beliefs about the nature and definition of race in our society. The New Race Question is a wide-ranging examination of what we know about racial enumeration, the likely effects of the census change, and possible policy implications for the future. The growing incidence of interracial marriage and childrearing led to the change in the census race question. Yet this reality conflicts with the need for clear racial categories required by anti-discrimination and voting rights laws and affirmative action policies. How will racial combinations be aggregated under the Census's new race question? Who will decide how a respondent who lists more than one race will be counted? How will the change affect established policies for documenting and redressing discrimination? The New Race Question opens with an exploration of what the attempt to count multiracials has shown in previous censuses and other large surveys. Contributor Reynolds Farley reviews the way in which the census has traditionally measured race, and shows that although the numbers of people choosing more than one race are not high at the national level, they can make a real difference in population totals at the county level. The book then takes up the debate over how the change in measurement will affect national policy in areas that rely on race counts, especially in civil rights law, but also in health, education, and income reporting. How do we relate data on poverty, graduation rates, and disease collected in 2000 to the rates calculated under the old race question? A technical appendix provides a useful manual for bridging old census data to new. The book concludes with a discussion of the politics of racial enumeration. Hugh Davis Graham examines recent history to ask why some groups were determined to be worthy of special government protections and programs, while others were not. Posing the volume's ultimate question, Jennifer Hochschild asks whether the official recognition of multiracials marks the beginning of the end of federal use of race data, and whether that is a good or a bad thing for society? The New Race Question brings to light the many ways in which a seemingly small change in surveying and categorizing race can have far reaching effects and expose deep fissures in our society. A Volume in the Russell Sage Foundation Census Series Copublished with the Levy Economics Institute of Bard College |
| business census required by law: 1977 Census of Service Industries , 1981 |
| business census required by law: Alphabetical Index of Occupations United States. Bureau of the Census, 1930 |
| business census required by law: U.S. Trade with Puerto Rico and U.S. Possessions , 1980 |
| business census required by law: 1972 Census of Retail Trade , 1976 |
| business census required by law: 1972 Census of Wholesale Trade: Summary and subject statistics United States. Bureau of the Census, 1976 |
| business census required by law: 1972 Census of Wholesale Trade , 1975 |
| business census required by law: Census 2020 Teresa A. Sullivan, 2020-02-24 The decennial Census is the US Government's largest statistical undertaking, and it costs billions of dollars in planning, execution, and analysis. From a statistical viewpoint, it is critical because it is the only database that maps every inhabitant into a geographic location. By constitutional mandate, census data are the basis for reapportioning the House of Representatives and the Electoral College. The states use census data to redistrict their state legislatures and often to redraw boundaries for local elections. Census data inform the distribution of over $1.5 trillion in federal funding during the decade. This book details the fundamentals and significance of the 2020 Census for the non-specialist reader. It covers why the Census is the only statistical activity required by the US Constitution, the challenges of working towards an accurate and complete count, and what political ramifications flow from this process. Concise, timely, and comprehensible, this book provides helpful real-life examples while also offering an overview of the entwined statistical and political issues that surround the Census. |
| business census required by law: Census of Service Industries , 1977 |
| business census required by law: Privacy, the Census and Federal Questionnaires United States. Congress. Senate. Committee on the Judiciary. Subcommittee on Constitutional Rights, 1970 |
| business census required by law: Census of Business, 1948: Final Volumes. 1951-1952 United States. Bureau of the Census, 1951 |
| business census required by law: 1972 Census of Selected Service Industries: Area statistics: pt. 1. U.S. summary, Alabama-Indiana. pt. 2. Iowa-North Carolina. pt. 3. North Dakota-Wyoming. 3 v United States. Bureau of the Census, 1976 |
| business census required by law: How the Government Measures Unemployment United States. Bureau of Labor Statistics, 1987 |
| business census required by law: 1954 Census of Business , 1956 |
| business census required by law: The New Business and Law; Or, The Careful Man's Guide E. T. Roe, Elihu G. Loomis, 1915 |
| business census required by law: Economic Censuses of the United States: Historical Development Charles G. Langham, 1973 |
| business census required by law: 1967 Economic Censuses United States. Bureau of the Census, 1972 |
| business census required by law: Private Lives and Public Policies Panel on Confidentiality and Data Access, Commission on Behavioral and Social Sciences and Education, Division of Behavioral and Social Sciences and Education, National Research Council, 1993-01-15 Americans are increasingly concerned about the privacy of personal data--yet we demand more and more information for public decision making. This volume explores the seeming conflicts between privacy and data access, an issue of concern to federal statistical agencies collecting the data, research organizations using the data, and individuals providing the data. A panel of experts offers principles and specific recommendations for managing data and improving the balance between needed government use of data and the privacy of respondents. The volume examines factors such as the growth of computer technology, that are making confidentiality an increasingly critical problem. The volume explores how data collectors communicate with data providers, with a focus on informed consent to use data, and describes the legal and ethical obligations data users have toward individual subjects as well as toward the agencies providing the data. In the context of historical practices in the United States, Canada, and Sweden, statistical techniques for protecting individuals' identities are evaluated in detail. Legislative and regulatory restraints on access to data are examined, including a discussion about their effects on research. This volume will be an important and thought-provoking guide for policymakers and agencies working with statistics as well as researchers and concerned individuals. |
| business census required by law: Principles and Recommendations for a Vital Statistics System, Revision 3 United Nations. Statistical Office, 2014 The publication is an international standard on the design and operation of an efficient and accurate vital statistics system at national level. It provides guidelines on collection, compiling and disseminating vital statistics. More specifically it contains (a) basic principles for a vital statistics system; (b) uses of vital statistics and civil registration records; (c) topics to be covered in a vital statistics system; (d) sources of vital statistics and how they function; (e) quality assurance in the vital statistics system and (f) strategies in improving civil registration and vital statistics systems in countries. It also informs policy makers and the general public on the importance of vital statistics and hence further improving the vital statistics system. |
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