Search Results - "probability theory"

Financial mathematics, derivatives and structured products Second edition. by Chan, Raymond Hon Fu, Guo, Yves ZY, Lee, Spike T., Li, Xun

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The economic analysis of random events : economic perspectives on probability theory, statistical inference and the nature of chance by Hacıoğlu, Volkan

Contents: “…The Question of Conjecture in Economics and Probability: On the Applicability of Probability Theory to the Randomness of Economic Events -- 6. …”
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Robust design and assessment of product and production by means of probabilistic multi-objective optimization by Zheng, Maosheng

Contents: “…Intro -- Preface -- Contents -- About the Authors -- 1 Intrinsic Essence of Robust Design -- 1.1 Introduction -- 1.2 Philosophy of Taguchi Method -- 1.3 Some Development -- 1.4 General Discussion Concerning Robust Design -- 1.5 Intrinsic Essence of Robust Design -- 1.6 Summary -- References -- 2 Relevant Contents of System Theory and Probability Theory -- 2.1 Introduction -- 2.2 Relevant Substances of System Theory -- 2.3 Relevant Substances of Probability Theory -- 2.4 Arithmetic of Probability Theory -- 2.5 Summary -- References.…”
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Exercises in applied mathematics : with a view toward information theory, machine learning, wavelets, and statistical physics by Alpay, Daniel

Contents: “…Prologue -- Part I: Algebra -- Linear Algebra -- Positive Matrices -- Algebra and Error Correcting Codes -- Part II: Analysis -- Complements in Real and Complex Analysis -- Complements in Functional Analysis -- Part III: Probability and Applications -- Probability Theory -- Entropy: Discrete Case -- Thermodynamics.…”
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Nonlinear Fokker-Planck flows and their probabilistic counterparts by Barbu, Viorel, 1941-, Röckner, Michael, 1956-

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Explorations in Monte Carlo methods Second edition. by Shonkwiler, Ronald W., Mendivil, Franklin

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Integro-differential elliptic equations by Fernández-Real, Xavier, 1992-, Ros-Oton, Xavier

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Probability, statistics and life cycle assessment : guidance for dealing with uncertainty and sensitivity by Heijungs, Reinout

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Trajectory optimization and guidance methods for Mars entry by Li, Shuang

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Introduction to probability, statistical methods, design of experiments and statistical quality control 2nd ed. by Selvamuthu, Dharmaraja

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Extreme values in random sequences by Mladenović, Pavle

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Poisson hyperplane tessellations by Hug, D. (Daniel)

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Foundations of software science and computation structures : 27th International Conference, FoSSaCS 2024, held as part of the European Joint Conferences on Theory and Practice of S... by FOSSACS (Conference) Luxembourg, Luxembourg), SpringerLink (Online Service), ETAPS (Conference)

Contents: “…Invited Talk -- Ackermannian Completion of Separators -- Infinite Games -- Fair Omega-regular Games -- Stochastic Window Mean-Payoff Games -- Symbolic Solution of Emerson-Lei Games for Reactive Synthesis -- Parity Games on Temporal Graphs -- Categorical Semantics -- Drawing from an Urn is Isometric -- Enriching Diagrams with Algebraic Operations -- Monoidal Extended Stone Duality -- Towards a Compositional Framework for Convex Analysis (with Applications to Probability Theory) -- Automata and Synthesis -- Determinization of Integral Discounted-Sum Automata is Decidable -- Checking History-Determinism is NP-hard for Parity Automata -- Tighter Construction of Tight Büchi Automata -- Synthesis with Privacy Against an Observer.…”
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Sex differences in reading and math test scores of children : a heterodoxical model by Thomas, Hoben

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Multiple systems : complexity and coherence in ecosystems, collective behavior, and social systems by Congresso italiano di sistemica Cagliari, Italy, SpringerLink (Online Service)

Contents: “…Intro -- Scientific Committee -- Preface -- Acknowledgements -- Contents -- About the Editors -- Multiplicity -- Multiple Systems -- 1 Introduction -- 2 Systems of Multiple Composing Elements, Multiple Interactions, and Emergent Multiple Systems -- 2.1 Non-multiple System Modeling -- 2.2 Multiple System Modeling -- 3 The Unavoidable Multiplicity of the Emergence of Complex Systems -- 3.1 Multiplicity of Emergent Multiple Systems -- 4 Pending Multiplicity -- 5 Conclusions -- References -- Multiple Systems in Probability Theory Applications -- 1 Introduction -- 2 Bernoulli Trials.…”
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Stochastic teams, games, and control under information constraints by Yüksel, Serdar, Başar, Tamer

Contents: “…Introduction -- Part I: Stochastic Teams and a Mathematical Theory of Information Structures -- An Introduction to Stochastic Team Theory and Solutions to Static Teams -- Information Structures in Decentralized Stochastic Control -- Existence, Structure, and Approximations to Optimality: Strategic Measures in Decentralized Stochastic Control -- Control Policy Topologies and Dynamic Programming Methods in Decentralized Stochastic Control -- Many-Agent Convex and Non-Convex Exchangeable (Mean-Field) Teams and Optimality of Symmetric Policies -- Comparison of Information Structures and Their Blackwell Ordering -- Continuity, Existence, and Topological Properties of Optimal Cost on the Space of Information Structures -- Part II: Stochastic Game Theory and Information Structures -- An Introduction to Stochastic Game Theory -- Information Structures in Stochastic Dynamic Games, Equilibrium Concepts, and Informational Properties -- Information Structure Dependent Properties: Existence, Comparison, Continuity of Equilibria and Team-against-Team Games -- Part III: Information Design via Information Theory in Networked Systems and Control -- Coding for Control and Connections with Information Theory -- Stochastic Stabilization of Linear Systems under Information Constraints -- Stochastic Stabilization of Non-Linear Systems: Information Theoretic versus Stochastic Geometric Analysis -- Optimal Real-Time Coding and Control under Information Constraints: Structural and Existence Results -- Optimal LQG Coding and Control: Separation Results, Information Theoretic Methods, and Optimality of Linear Policies -- Optimal Coding under Small Estimation Error and Observability Criteria -- Part IV: Information and Signaling Games -- Signaling Games: Equilibria under Misaligned Criteria or Mismatched Priors between an Encoder and a Decoder -- Two Classes of Signaling Games: Reputation and Information Privacy Games -- Zero-Sum Information Games: Jamming and Witsenhausen's Counterexample as a Game -- Appendix A:Topological Notions and Optimizations -- Appendix B: Probability Theory and Stochastic Processes -- Appendix C: On Spaces of Probability Measures -- Appendix D: Markov Chains, Martingales, and Ergodic Processes -- Appendix E: Markov Decision Theory and Optimality of Markov Policies -- Appendix F: Stochastic Stability of Markov Chains and Random-Time State-Dependent Stochastic Drift -- Appendix G: Topological and Metric Entropy in Dynamical Systems.…”
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Introduction to random signals, estimation theory, and Kalman filtering by Fadali, M. Sami

Contents: “…Intro -- Preface -- Contents -- About the Author -- Acronyms -- List of Figures -- List of Tables -- 1 Review of Probability Theory -- 1.1 Interpretations of Probability -- 1.2 Axiomatic Definition of Probability -- 1.3 Marginal Probability -- 1.4 Conditional Probability -- 1.5 Independence -- 1.6 Bayes' Theorem -- Bibliography -- 2 Random Variables -- 2.1 Mathematical Characterization of a Random Variable -- 2.2 Expectation of a Random Variable -- 2.3 Moments -- 2.3.1 Moment Generating Function and Characteristic Function -- 2.4 Normal or Gaussian Density -- 2.4.1 Right Tail Probability.…”
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Machine learning crash course for engineers by Hossain, Eklas

Contents: “…-- 1.4.1 Motivation -- 1.4.2 Purpose -- 1.4.3 Importance -- 1.5 Prerequisite Knowledge to Learn Machine Learning -- 1.5.1 Linear Algebra -- 1.5.1.1 Linear Equations -- 1.5.1.2 Tensor and Tensor Rank -- 1.5.2 Statistics -- 1.5.2.1 Measures of Central Tendency -- 1.5.2.2 Standard Deviation -- 1.5.2.3 Correlation -- 1.5.2.4 Outliers -- 1.5.2.5 Histogram -- 1.5.2.6 Errors -- 1.5.3 Probability Theory.…”
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Deep learning foundations and concepts by Bishop, Christopher M.

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