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statistical reasoning » statistical learning (Expand Search), statistical sampling (Expand Search)
statistical modelling » statistical modeling (Expand Search), statistical models (Expand Search), statistical sampling (Expand Search)
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Statistics and Probability Theory : In Pursuit of Engineering Decision Support /
Published [201“…The purpose of the book is to ensure that the reader will acquire the required theoretical basis and technical skills such as to feel comfortable with the theory of basic statistics and probability. Moreover, in this book, as opposed to many standard books on the same subject, the perspective is to focus on the use of the theory for the purpose of engineering model building and decision making. …”
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software, multimedia -
2
Multiscale approach to nematic liquid crystals via statistical field theory
Published 2018“…We propose an approach to a multiscale problem in the theory of thermotropic uniaxial nematics based on the method of statistical field theory. …”
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Journal Article -
3
Bayes factors for logistic (mixed effect) models
Published 2024“…Bayes factors can make this distinction; however, uptake of Bayes factors in psychology has so far been low for two reasons. First, they require researchers to specify the range of effect sizes their theory predicts. …”
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4
Modeling human-like non-rationality in social agents
Published 2018“…To realize those postulates, Social Context Cognition Model (SCCM), inspired among others by the Dual Process Theory, is proposed. …”
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Thesis -
5
Information entropy based leakage profiling
Published 2021“…MED is a moment-based statistical PDF model in side-channel attacks. It can theoretically use information on arbitrary higher-order moments to infinitely approximate the leakage distribution, and well compensates the theory vacancy of model profiling and evaluation. …”
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Journal Article -
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