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Titlebook: Statistics with Posterior Probability and a PHC Curve; Hideki Toyoda Textbook 2024 The Editor(s) (if applicable) and The Author(s), under

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Estimation Using Various Distributions for Independent Single Factors, expand to non-normal distributions, focusing on a single factor. Specifically, we discuss multiple group comparison models using log-normal, Poisson, and binomial distributions. At the end of the chapter, we explain the variance model of a single-factor experiment assuming a normal distribution for
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,Inference of a Normal Distribution,such as determining its mean or standard deviation, It is almost always impossible to express the posterior distribution in a form that allows us to evaluate its properties, such as determining its mean or standard deviation. (The posterior distribution of the “three-prisoner problem”, which could be evaluated, is a rather rare exception).
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A Liminal and Transitional Awkward Power: Brazil Betwixt the Great and Middle Powersower increasingly attracts greater attention from scholars and analysts. To better capture how Brazil sits in the international power hierarchy, we subject it to a threefold theoretical analysis derived from the main IR research traditions—Realism (awkward capabilities), Liberalism (awkward behaviou
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The Lessons of History and the Most Tumultuous Decades Ever,ies expanded, the rate of growth of credit increased and economic growth accelerated, and an increasing number of individuals began to invest for short-term capital gains rather than for the returns associated with the productivity of the assets they were acquiring. The increase in the supply of cre
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Efficient Attribute-Based Signatures for Non-monotone Predicates in the Standard Modeled ABS scheme is proven under standard assumptions, the decisional linear (DLIN) assumption and the existence of collision resistant (CR) hash functions. The admissible predicates of the proposed ABS scheme are more general than those of the existing ABS schemes, i.e., the proposed ABS scheme is the
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Forest Walks and Literary Engagement in the Anthropocene: Meditations on Grief, Joy, and a Restorative Politics trauma are vital for an educational praxis oriented toward transformative consciousness, restorative socio-political engagement, and ecological well-becoming. The chapter draws upon the writings of Joseph Campbell and Martin Buber, among others, and concludes with an analysis of a German folktale called the “The Silver Birch.”
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