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The annals of applied statistics, ISSN 1932-6157, 2010, Volume 4, Issue 1, pp. 299 - 319
Journal Article
Biometrika, ISSN 0006-3444, 12/2015, Volume 102, Issue 4, pp. 974 - 980
We consider large scale multiple testing for data that have locally clustered signals. With this structure, we apply techniques from changepoint analysis and... 
Multiple hypothesis testing | Changepoint detection | p-value aggregation | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY | BINARY SEGMENTATION | DISCOVERY
Journal Article
Biometrika, ISSN 0006-3444, 9/2001, Volume 88, Issue 3, pp. 793 - 804
Journal Article
Bayesian analysis, ISSN 1936-0975, 2017, Volume 12, Issue 1, pp. 193 - 218
.... We develop a general model for this problem, and show how it is possible to accurately and efficiently perform Bayesian inference, based upon recursions that enable independent sampling from the posterior distribution... 
Changepoint detection | Copy number variation | PASS | BARD | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | CHANGEPOINT PROBLEMS | copy number variation | MODELS | SEQUENCES | VARIANTS | STATISTICS & PROBABILITY | INFERENCE | changepoint detection
Journal Article
CEUR Workshop Proceedings, ISSN 1613-0073, 2016, Volume 1755, pp. 115 - 121
Conference Proceeding
IEEE Transactions on Information Theory, ISSN 0018-9448, 06/2017, Volume 63, Issue 6, pp. 3433 - 3450
Journal Article
Theory of Probability and its Applications, ISSN 0040-585X, 2009, Volume 53, Issue 3, pp. 443 - 466
Journal Article
The Annals of statistics, ISSN 0090-5364, 2010, Volume 38, Issue 6, pp. 3445 - 3457
In 1985, for detecting a change in distribution, Pollak introduced a specific minimax performance metric and a randomized version of the Shiryaev—Roberts... 
Mathematical procedures | Minimax | Determinism | False alarms | Differential equations | Applied statistics | Performance metrics | Stopping distances | Statistics | Shiryaev-Roberts procedures | Changepoint problems | Sequential detection | sequential detection | STATISTICS & PROBABILITY | 62L15 | Shiryaev–Roberts procedures | 60G40 | 62L10
Journal Article
Journal Article
Journal of applied probability, ISSN 0021-9002, 06/2011, Volume 48, Issue 2, pp. 589 - 595
Let {M n } n≥0 be a nonnegative time-homogeneous Markov process. The quasistationary distributions referred to in this note are of the form Q A (x) = lim... 
Markov process | Quasistationary distribution | First exit time | Changepoint problem | Stationary distribution | first exit time | 60J20 | stationary distribution | 62L15 | 60J05 | quasistationary distribution | 62L10
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 2009, Volume 53, Issue 9, pp. 3314 - 3323
... (called exact IBF sampling), which completely avoids the problem of convergence and slow convergence associated with iterative Markov chain Monte Carlo (MCMC) methods... 
TESTS | STATISTICS & PROBABILITY | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | CHANGE-POINT | INFERENCE | Markov processes | Monte Carlo method | Analysis | Methods | Haemolytic uraemic syndrome | Changepoint problem | MCMC | Bayes factor | Non-iterative Bayesian approach | IBF sampling | Poisson distribution
Journal Article
Computational statistics & data analysis, ISSN 0167-9473, 2003, Volume 44, Issue 1-2, pp. 109 - 123
An approach to the analysis of data that contains (multiple) structural changes in a linear regression setup is presented. Various strategies which have been... 
Segmented Regressions | Structural change | Changepoint problem | Bellman principle | segmented regressions | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | bellman principle | CHANGE-POINT | MODELS | STABILITY | TIME-SERIES | STATISTICS & PROBABILITY | structural change | CONSTANCY | changepoint problem | PARAMETER
Journal Article
Canadian journal of statistics, ISSN 0319-5724, 12/2009, Volume 37, Issue 4, pp. 495 - 513
Journal Article
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 2006, Volume 50, Issue 8, pp. 1965 - 1994
Journal Article
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