Algorithm Design and Localization Analysis in Sequential and Statistical Learning [PDF]
, 2023 Learning theory is a dynamic and rapidly evolving field that aims to provide mathematical foundations for designing and understanding the behavior of algorithms and procedures that can learn from data automatically. At the heart of this field lies the interplay between algorithm design and statistical complexity analysis, with sharp statistical ...
Xu, Yunbei
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Anytime-valid sequential testing for elicitable functionals via supermartingales [PDF]
, 2023 We design sequential tests for a large class of nonparametric null hypotheses based on elicitable and identifiable functionals. Such functionals are defined in terms of scoring functions and identification functions, which are ideal building blocks for ...
Larsson, Martin +2 more
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Sequential stopping for high-throughput experiments [PDF]
, 2013 In high-throughput experiments, the sample size is typically chosen informally. Most formal sample-size calculations depend critically on prior knowledge.
Müller, Peter, Rossell, David
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A sequential Monte Carlo algorithm to incorporate model uncertainty in Bayesian sequential design [PDF]
, 2014 Here we present a sequential Monte Carlo (SMC) algorithm that can be used for any one-at-a-time Bayesian sequential design problem in the presence of model uncertainty where discrete data are encountered.
Pettitt, Anthony N. +2 more
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Statistical Quality Control: Acceptance Sampling Plans in the Light of Fuzzy Mathematics
Journal of Statistical Theory and Applications (JSTA), 2023 Statistical quality control is a productivity enhancing and regulatory technique with three factors––Management, Methods and Mathematics. More precisely, if we want to properly design a self-regulating system for quality, we have to look to the field of ...
Surajit Bhattacharyya
doaj +1 more source
STATISTICAL OPTIMIZATION OF CURDLAN PRODUCTION BY LOCAL EGYPTIAN AGROBACTERIUM ISOLATES [PDF]
Al-Azhar Journal of Pharmaceutical Sciences, 2012 Curdlan is a linear D-glucans, belongs to the class known as beta (1, 3) - D -glucan macromolecules, Curdlan gum is a neutral polysaccharide was discovered by Dr.
islam El-Sehemy
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A Comprehensive Probabilistic Framework to Learn Air Data from Surface Pressure Measurements
International Journal of Aerospace Engineering, 2015 Use of probabilistic techniques has been demonstrated to learn air data parameters from surface pressure measurements. Integration of numerical models with wind tunnel data and sequential experiment design of wind tunnel runs has been demonstrated in the
Ankur Srivastava, Andrew J. Meade
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A Comparison of Ballistic Resistance Testing Techniques in the Department of Defense
IEEE Access, 2014 Ballistic resistance testing is conducted in the Department of Defense (DoD) to estimate the probability that a projectile will perforate the armor of a system under test.
Thomas H. Johnson +3 more
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Trials, 2022 Background Our randomized controlled clinical trial will explore the potential of bazedoxifene plus conjugated estrogen to modulate breast tissue-based risk biomarkers as a surrogate for breast cancer risk reduction.
Byron J. Gajewski +5 more
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Set-based design of mechanical systems with design robustness integrated [PDF]
, 2014 This paper presents a method for parameter design of mechanical products based on a set-based approach. Set-based concurrent engineering emphasises on designing in a multi-stakeholder environment with concurrent involvement of the stakeholders in the ...
DANTAN, Jean-Yves +3 more
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