U.S. flag

An official website of the United States government

Skip Header
Partners Researchers Educators Survey Respondents
News NAICS Codes Jobs About Us Contact Us Help
Topics
Data & Maps
Surveys & Programs
Resource Library
Search data, events, resources, and more
Topics
Browse our topics and subtopics to find information and data.
View All Topics and Subtopics Index A to Z
Age and Sex Business and Economy Education Emergency Management / Disasters Employment Families and Living Arrangements Geography Health Hispanic Origin Housing
Income and Poverty International Trade Migration/Geographic Mobility Population Population Estimates Public Sector Race Redistricting Research Voting and Registration
Data & Maps
Access demographic, economic and population data from the U.S. Census Bureau. Explore census data with visualizations and view tutorials.
Explore data on data.census.gov View all data resources
Census Academy Combining Data Data Equity Tools Data Tools and Apps Datasets Developers Experimental Data Products
Interactive Maps Mapping Files Profiles Related Sites Software Tables Training and Workshops Visualizations
Surveys & Programs
Our surveys provide periodic and comprehensive statistics about the nation. This data is critical for government programs, policies, and decision-making.
Survey Help View all Surveys & Programs
2020 Census 2030 Census American Community Survey (ACS) American Housing Survey (AHS) Annual Integrated Economic Survey (AIES) Business Trends and Outlook Survey (BTOS) Census of Governments County Business Patterns (CBP) Current Population Survey (CPS)
Economic Census Household Pulse Survey International Programs Metro and Micro Areas Population Estimates Population Projections Small Area Income and Poverty Statistics of U.S. Businesses Survey of Income and Program Participation (SIPP)
Resource Library
Browse our collection of stories and more.
View all library resources Glossary
America Counts: Stories Audio Blogs By the Numbers Facts for Features Fact Sheets Infographics and Visualizations
Photos Publications Spotlights Stats for Stories Training (Census Academy) Videos Working Papers
Partners Researchers Educators Survey Respondents
News NAICS Codes Jobs About Us Contact Us Help
View All Topics and Subtopics Index A to Z
Age and Sex Business and Economy Education Emergency Management / Disasters Employment Families and Living Arrangements Geography Health Hispanic Origin Housing Income and Poverty International Trade Migration/Geographic Mobility Population Population Estimates Public Sector Race Redistricting Research Voting and Registration
Explore data on data.census.gov View all data resources
Census Academy Combining Data Data Equity Tools Data Tools and Apps Datasets Developers Experimental Data Products Interactive Maps Mapping Files Profiles Related Sites Software Tables Training and Workshops Visualizations
Survey Help View all Surveys & Programs
2020 Census 2030 Census American Community Survey (ACS) American Housing Survey (AHS) Annual Integrated Economic Survey (AIES) Business Trends and Outlook Survey (BTOS) Census of Governments County Business Patterns (CBP) Current Population Survey (CPS) Economic Census Household Pulse Survey International Programs Metro and Micro Areas Population Estimates Population Projections Small Area Income and Poverty Statistics of U.S. Businesses Survey of Income and Program Participation (SIPP)
View all library resources Glossary
America Counts: Stories Audio Blogs By the Numbers Facts for Features Fact Sheets Infographics and Visualizations Photos Publications Spotlights Stats for Stories Training (Census Academy) Videos Working Papers

A Contingency-Table Model for Imputing Data Satisfying Analytic Constraints

Skip Navigation
Within Library

A Contingency-Table Model for Imputing Data Satisfying Analytic Constraints

Written by:
RRS2003-07

Abstract

A Contingency-Table Model for Imputing Data Satisfying Analytic Constraints
Download A Contingency-Table Model for Imputing Data Satisfying Analytic Constraints [PDF - <1.0 MB]

This paper describes a method for imputation in general contingency tables when the imputations are subject to both analytic (edit) constraints and probabilistic distributional constraints. The model extends edit ideas in Fellegi and Holt (1976) and Winkler and Chen (2002). The model extends missing-at-random imputation ideas in Little and Rubin (1987). Some of the ideas are related to Friedman (2001) and Thibaudeau and Winkler (2002).

Others in Series

Working Paper
Error Localization and Implied Edit Generation for Ratio and Balanc...
September 02, 2003
Error Localization and Implied Edit Generation for Ratio and Balancing Edits
Working Paper
Properties of Forecast Errors and Estimates of Misspecified RegARIM...
September 26, 2003
Properties of Forecast Errors and Estimates of Misspecified RegARIMA and Intermediate Memory Models and the Optimality of GLS for One-Step-Ahead Forecasting
Working Paper
Small Area Estimation from the American Community Survey using a Hi...
November 24, 2003
Small Area Estimation from the American Community Survey using a Hierarchical Logistic Model of Persons and Housing Units
View All

Related Information

Page Last Revised - October 28, 2021
✕
Is this page helpful?
Thumbs Up Image Yes Thumbs Down Image No
✕
NO THANKS
255 characters maximum 255 characters maximum reached
✕
Thank you for your feedback.
Comments or suggestions?

Top

Back to Header