Laura Voshell McKenna (also published as Laura Voshell and Laura Voshell Zayatz) is an American census statistician and expert on statistical disclosure control.
McKenna served as chair of the Disclosure Review Board of the United States Census Bureau from 2002 to 2016, [1] and also headed the Center for Disclosure Avoidance Research at the Census Bureau. [2] She served on the Committee on Privacy and Confidentiality of the American Statistical Association from 1994 to 1999. [3] With Pat Doyle and Julia Lane, she is the co-editor of the book Confidentiality, Disclosure and Data Access: Theory and Practical Applications (North Holland, 2001). [4]
McKenna won the Department of Commerce Silver Medal in 2003, "for developing and implementing the disclosure limitation methods used to mask data from Census 2000" and "for work as Chair of the Disclosure Review Board and as organizer of a conference on privacy and disclosure limitation". [4] She was named a Fellow of the American Statistical Association in 2010, [5] "for effectively moving theoretical techniques in the field of statistical disclosure control into practical application in official statistics; for leadership nationally and internationally in educating statisticians and policy officials on relevant disclosure issues, identifying new research opportunities, and developing innovative technical solutions; and for service to the statistical community". [6]
The United States Census Bureau (USCB), officially the Bureau of the Census, is a principal agency of the U.S. Federal Statistical System, responsible for producing data about the American people and economy. The Census Bureau is part of the U.S. Department of Commerce and its director is appointed by the President of the United States.
The American Community Survey (ACS) is an annual demographics survey program conducted by the U.S. Census Bureau. It regularly gathers information previously contained only in the long form of the decennial census, including ancestry, citizenship, educational attainment, income, language proficiency, migration, disability, employment, and housing characteristics. These data are used by many public-sector, private-sector, and not-for-profit stakeholders to allocate funding, track shifting demographics, plan for emergencies, and learn about local communities.
Stephen Elliott Fienberg was a professor emeritus in the Department of Statistics, the Machine Learning Department, Heinz College, and Cylab at Carnegie Mellon University. Fienberg was the founding co-editor of the Annual Review of Statistics and Its Application and of the Journal of Privacy and Confidentiality.
Ivan Peter Fellegi, OC is a Hungarian-Canadian statistician and researcher who was the Chief Statistician of Canada from 1985 to 2008.
Barnardisation is a method of statistical disclosure control for tables of counts. It involves adding +1, 0 or -1 to some or all of the internal non-zero cells in a table in a pseudo-random fashion. The probability of adjustment for each internal cell is calculated as p/2, 1-p, p/2. The table totals are then calculated as the sum of the post-adjustment internal counts.
Differential privacy (DP) is an approach for providing privacy while sharing information about a group of individuals, by describing the patterns within the group while withholding information about specific individuals. This is done by making arbitrary small changes to individual data that do not change the statistics of interest. Thus the data cannot be used to infer much about any individual.
Katherine K. Wallman was an American statistician who served as the Chief Statistician of the United States from 1992 to 2017. In that role at the U.S. Office of Management and Budget, she provided coordination, guidance, and oversight for the Federal Statistical System of the United States.
Martin Reuben Gainsbrugh was an American economist, practicing statistician, writer, and educator, He was vice-president and chief economist of The Conference Board, Adjunct Professor at the New York University, and president of the American Statistical Association in 1961.
Statistical disclosure control (SDC), also known as statistical disclosure limitation (SDL) or disclosure avoidance, is a technique used in data-driven research to ensure no person or organization is identifiable from the results of an analysis of survey or administrative data, or in the release of microdata. The purpose of SDC is to protect the confidentiality of the respondents and subjects of the research.
Selma Evelyn Fine Goldsmith (1912–1962) was an American economic statistician who accurately estimated the personal income distribution of Americans.
Nancy A. Potok is a former American government official who served as the Chief Statistician of the United States from January, 2017 to December 2019. She is currently the CEO of NAPx Consulting.
Sallie Ann Keller is a statistician and a former president of the American Statistical Association (2006).
Beatrice N. Vaccara was an American economist and economic statistician who worked for the United States Department of Commerce as head of the Bureau of Industrial Economics.
Aleksandra B. (Seša) Slavković is an American statistician, a professor of statistics at Pennsylvania State University, and Associate Dean for Graduate Education in the Eberly College of Science at Pennsylvania State. She also chairs the Committee on Privacy and Confidentiality in Statistics of the American Statistical Association. Her research interests include statistical disclosure control, algebraic statistics, and the applications of statistics in the social sciences.
Shirley Kallek was an American economic statistician known for her work at the United States Census Bureau. She was president of the Caucus for Women in Statistics and of the Washington Statistical Society.
Nancy May Gordon is an American economist and statistician who works for the United States Census Bureau.
Stephanie Slepicka Shipp is an American economist and social statistician. She works at the University of Virginia as a research professor in the Social and Decision Analytics Division of the Biocomplexity Institute and Initiative.
Rochelle (Shelly) Wilkie Martinez is an American government statistician.
Stuart Arthur Rice was an American statistician and sociologist with a long and distinguished career in the Federal Statistical System of the United States.