Tabla de Contenidos: “…Preface -- Motivating Introduction -- Linear Models -- Nonlinear Models -- Bayesian Optimal Designs -- Hot Topics -- Real Case Examples -- Appendices…”

Tabla de Contenidos: “…Introduction -- In one line and close. Permutations as linear orders -- In one line and anywhere. Permutations as linear orders. …”

Tabla de Contenidos: “…TCP-AQM Interaction: Periodic Optimization via Linear Programming -- Explicit Solutions of Linear Quadratic Differential Games -- Extended Generators of Markov Processes and Applications -- Control of Manufacturing Systems with Delayed Inspection and Limited Capacity -- Admission Control in the Presence of Priorities: A Sample Path Approach -- Some Bilinear Stochastic Equations with a Fractional Brownian Motion -- Two Types of Risk -- Optimal Production Policy in a Stochastic Manufacturing System -- A Stochastic Control Approach to Optimal Climate Policies -- Characterization of Just in Time Sequencing via Apportionment -- Linear Stochastic Equations in a Hilbert Space with a Fractional Brownian Motion -- Hedging Options with Transaction Costs -- Supply Portfolio Selection and Execution with Demand Information Updates -- A Regime-Switching Model for European Options -- Pricing American Put Options Using Stochastic Optimization Methods -- Optimal Portfolio Application with Double-Uniform Jump Model…”

Tabla de Contenidos: “…-- Discrete Distributions -- Bernoulli Distribution and Trials -- Geometric Distribution -- Binomial Distribution -- Distributions Application -- Continuous Distributions -- Differences from Discrete Distributions -- Exponential Distribution -- Normal Distribution -- Expected Value -- Variance and Standard Deviation -- Chapter Summary -- Chapter 4: Predicting House Sale Prices with Linear Regression -- Linear Regression -- Splines -- Regression Techniques -- Loss Function -- Finding an Optimal Solution -- Implementing Simple Linear Regression -- Multiple Linear Regression -- Deriving Linear Regression with Vectors -- Implementing Multiple Linear Regression -- Predicting House Sale Prices -- Chapter Summary -- Chapter 5: Hypothesis Testing -- What Is Hypothesis Testing? …”

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> Sumario y texto completo en Editorial desde 1998