Finite-Sample Two-Group Composite Hypothesis Testing via Machine Learning

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2020128 ◽

2022 ◽

pp. 1-30

Author(s):

Tianyu Zhan ◽

Jian Kang

Keyword(s):

Machine Learning ◽

Hypothesis Testing ◽

Composite Hypothesis ◽

Finite Sample

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Second-Order Optimal Test in Composite Hypothesis Testing

2018 International Symposium on Information Theory and Its Applications (ISITA) ◽

10.23919/isita.2018.8664278 ◽

2018 ◽

Author(s):

Shun Watanabe

Keyword(s):

Hypothesis Testing ◽

Second Order ◽

Composite Hypothesis ◽

Optimal Test

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A Systematic Framework for Composite Hypothesis Testing of Independent Bernoulli Trials

IEEE Signal Processing Letters ◽

10.1109/lsp.2015.2395811 ◽

2015 ◽

Vol 22 (9) ◽

pp. 1249-1253 ◽

Cited By ~ 53

Author(s):

D. Ciuonzo ◽

A. De Maio ◽

P. Salvo Rossi

Keyword(s):

Hypothesis Testing ◽

Bernoulli Trials ◽

Composite Hypothesis ◽

Systematic Framework

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Composite hypothesis testing by optimally distinguishable distributions

2008 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2008.4518505 ◽

2008 ◽

Cited By ~ 3

Author(s):

Seyed Alireza Razavi ◽

Ciprian Doru Giurcaneanu

Keyword(s):

Hypothesis Testing ◽

Composite Hypothesis

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Distributed recursive composite hypothesis testing: Imperfect communication

2016 IEEE International Symposium on Information Theory (ISIT) ◽

10.1109/isit.2016.7541785 ◽

2016 ◽

Cited By ~ 2

Author(s):

Anit Kumar Sahu ◽

Soummya Kar

Keyword(s):

Hypothesis Testing ◽

Composite Hypothesis

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Optimal Noise Benefit in Composite Hypothesis Testing under Different Criteria

Entropy ◽

10.3390/e18080400 ◽

2016 ◽

Vol 18 (8) ◽

pp. 400

Author(s):

Shujun Liu ◽

Ting Yang ◽

Mingchun Tang ◽

Hongqing Liu ◽

Kui Zhang ◽

...

Keyword(s):

Hypothesis Testing ◽

Composite Hypothesis

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Combining Multiple Hypothesis Testing with Machine Learning Increases the Statistical Power of Genome-wide Association Studies

Scientific Reports ◽

10.1038/srep36671 ◽

2016 ◽

Vol 6 (1) ◽

Cited By ~ 20

Author(s):

Bettina Mieth ◽

Marius Kloft ◽

Juan Antonio Rodríguez ◽

Sören Sonnenburg ◽

Robin Vobruba ◽

...

Keyword(s):

Machine Learning ◽

Hypothesis Testing ◽

Statistical Power ◽

Association Studies ◽

Multiple Hypothesis Testing ◽

Genome Wide Association ◽

Genome Wide Association Studies ◽

Multiple Hypothesis ◽

Genome Wide

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Effects of additional independent noise in binary composite hypothesis-testing problems

2009 3rd International Conference on Signal Processing and Communication Systems ◽

10.1109/icspcs.2009.5306435 ◽

2009 ◽

Cited By ~ 2

Author(s):

Suat Bayram ◽

Sinan Gezici

Keyword(s):

Hypothesis Testing ◽

Composite Hypothesis ◽

Binary Composite

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Binary Composite-hypothesis Testing

Springer Texts in Electrical Engineering - Elements of Detection and Signal Design ◽

10.1007/978-1-4612-4774-6_7 ◽

1987 ◽

pp. 52-72

Author(s):

Charles L. Weber

Keyword(s):

Hypothesis Testing ◽

Composite Hypothesis ◽

Binary Composite

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Noise Enhanced $M$-ary Composite Hypothesis-Testing in the Presence of Partial Prior Information

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2010.2097257 ◽

2011 ◽

Vol 59 (3) ◽

pp. 1292-1297 ◽

Cited By ~ 21

Author(s):

Suat Bayram ◽

Sinan Gezici

Keyword(s):

Hypothesis Testing ◽

Prior Information ◽

Composite Hypothesis

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Machine Learning-Based Statistical Hypothesis Testing for Fault Detection

2019 4th Conference on Control and Fault Tolerant Systems (SysTol) ◽

10.1109/systol.2019.8864776 ◽

2019 ◽

Author(s):

Radhia Fazai ◽

Majdi Mansouri ◽

Kamal Abodayeh ◽

Mohamed Trabelsi ◽

Hazem Nounou ◽

...

Keyword(s):

Machine Learning ◽

Fault Detection ◽

Hypothesis Testing ◽

Statistical Hypothesis ◽

Statistical Hypothesis Testing

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