Expected utility hypothesis

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Ingredients of choice theory

Covers the theoretical foundations of choice theory and its key components for decision making.

Portfolio Optimization: Risk and Return

Explores the tradeoff between risk and return in portfolios, the benefits of diversification, and the impact of correlation on portfolio risk.

Mean-Variance Portfolio Theory

Explores mean-variance efficient portfolios, factor models, and market efficiency in investment management.

Concept Selection and Tradespace Exploration

Covers decision analysis, concept selection methods, non-dominance, and optimization in system design.

Choice Theory: Theoretical Foundations

Covers the theoretical foundations of choice theory, decision makers, alternatives, attributes, decision rules, utility, and behavioral assumptions.

Coupon Collector Problem: Part 1

Explores the coupon collector problem, analyzing the minimum number of balls needed for each bin to contain at least one ball.

Microeconomic Consumer Theory: Foundations

Covers microeconomic consumer theory, choice models, utility maximization, and demand functions.

Agency Theory: Incentives and Contracts

Explores incentive compatibility, optimal contracts, and agency costs in aligning principal-agent interests.

Model Evaluation: K-Nearest Neighbor

Explores model evaluation with K-Nearest Neighbor, covering optimal k selection, similarity metrics, and performance metrics for classification models.

Microeconomic Consumer Theory

Explores microeconomic consumer theory, utility maximization, optimization problems, and decision-making models.