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Releasing Private Contingency Tables
- Journal of Privacy and Confidentiality
, 2010
"... Statistical agencies such as the US Census Bureau routinely release aggregate statistics about the general population. These statistics are often reported in the form of contin-gency tables. A 2-dimensional contingency table is an (m + 1) × (n + 1) matrix over two attributes that are binned into m ..."
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Statistical agencies such as the US Census Bureau routinely release aggregate statistics about the general population. These statistics are often reported in the form of contin-gency tables. A 2-dimensional contingency table is an (m + 1) × (n + 1) matrix over two attributes that are binned into m
Sampling Binary Contingency Tables
"... The binary contingency tables problem has sparked the interest of statisticians and computer scientists alike. Although it’s been studied from both theoretical and practical perspectives, a truly usable algorithm remains elusive. The author presents several approaches to the problem. ..."
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The binary contingency tables problem has sparked the interest of statisticians and computer scientists alike. Although it’s been studied from both theoretical and practical perspectives, a truly usable algorithm remains elusive. The author presents several approaches to the problem.
Lectures on Contingency Tables
, 2002
"... The present set of lecture notes are prepared for the course “Statistik 2” at the University of Copenhagen. It is a revised version of notes prepared in connection with a series of lectures at the Swedish summerschool in Särö, June 11–17, 1979. The notes do by no means give a complete account of the ..."
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Cited by 20 (0 self)
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of the theory of contingency tables. They are based on the idea that the graph theoretic methods in Darroch, Lauritzen and Speed (1978) can be used directly to develop this theory and, hopefully, with some pedagogical advantages. My thanks are due to the audience at the Swedish summerschool for patiently
Split models for contingency tables
, 2003
"... A framework for log-linear models with context specific independence structures, i.e. conditional independencies holding only for specific values of the conditioning variables is introduced. This framework is constituted by the class of split models. Also a software package named YGGDRASIL which is ..."
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Cited by 12 (1 self)
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is designed for statistical inference in split models is presented. Split models are an extension of graphical models for contingency tables. The treatment of split models includes estimation, representation and a Markov property for reading off independencies holding in a specific context. Two examples
Yates and Contingency Tables:
"... Il y a soixante-quinze ans, Yates [1934] a publié un article présentant sa correction de continuité au test du χ 2 pour l’indépendance dans les tables de contingence. L’article était aussi une des premières introductions au test exact de Fisher. Nous discutons l’importance historique de Yates et de ..."
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Il y a soixante-quinze ans, Yates [1934] a publié un article présentant sa correction de continuité au test du χ 2 pour l’indépendance dans les tables de contingence. L’article était aussi une des premières introductions au test exact de Fisher. Nous discutons l’importance historique de Yates et de
Objective Bayesian analysis of contingency tables
, 2002
"... The statistical analysis of contingency tables is typically carried out with a hypothesis test. In the Bayesian paradigm, default priors for hypothesis tests are typically improper, and cannot be used. Although such priors are available, and proper, for testing contingency tables, we show that for t ..."
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Cited by 8 (2 self)
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The statistical analysis of contingency tables is typically carried out with a hypothesis test. In the Bayesian paradigm, default priors for hypothesis tests are typically improper, and cannot be used. Although such priors are available, and proper, for testing contingency tables, we show
Independence in Multi-Way Contingency Tables: S. N. Roy’s Breakthroughs and Later Developments
"... contingency tables: ..."
Tests in contingency tables as regression tests by
"... Applied researchers often use tests based on contingency tables, especially in preliminary data analysis and diagnostic testing. We show that many such tests may be alternatively implemented by testing for coe ¢ cient restrictions in linear regression systems. ..."
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Applied researchers often use tests based on contingency tables, especially in preliminary data analysis and diagnostic testing. We show that many such tests may be alternatively implemented by testing for coe ¢ cient restrictions in linear regression systems.
On Resampling for Statistical Confidentiality in Contingency Tables
- Computers & Mathematics with Applications
, 1999
"... Resampling schemes, and especially the bootstrap method, were proposed as a subclass of perturbation methods to ensure statistical confidentiality in statistical databases. Later, a method based on bootstrapping was presented to achieve the more specific task of anonymising contingency tables. In th ..."
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Cited by 10 (4 self)
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Resampling schemes, and especially the bootstrap method, were proposed as a subclass of perturbation methods to ensure statistical confidentiality in statistical databases. Later, a method based on bootstrapping was presented to achieve the more specific task of anonymising contingency tables
Results 1 - 10
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1,116