MATH30220: Decision Theory

• Calculus and Probability, Linear Algebra

• None

• None

• To describe the basic ingredients of decision theory, for individuals and for groups, and to apply the theory to a variety of interesting and important problems.

• Introduction to decision analysis: utility.
• Uncertainty.
• Statistical decision theory: Bayes decisions.
• Bargaining.
• Game theory.
• Influence diagrams, group decisions and social choice.

Subject-specific Knowledge:

• By the end of the module students will: be able to solve novel and/or complex problems in Decision Theory.
• have a systematic and coherent understanding of theoretical mathematics in the field of Decision Theory.
• have acquired coherent body of knowledge of these subjects demonstrated through one or more of the following topic areas: Formulating decision problems and solving decision trees.
• Utility, value of money, multi-attribute utility.
• Use of data in decision making, statistical decision theory.
• Sequential decision making.
• Game theory, including two-person zero-sum games.
• Bargaining, including Nash' theory.
• Group decisions and social choice.

Subject-specific Skills:

• In addition students will have specialised mathematical skills in the following areas which can be used with minimal guidance: Modelling.

Key Skills:

• Lectures demonstrate what is required to be learned and the application of the theory to practical examples.
• Assignments for self-study develop problem-solving skills and enable students to test and develop their knowledge and understanding.
• Formatively assessed assignments provide practice in the application of logic and high level of rigour as well as feedback for the students and the lecturer on students' progress.
• The end-of-year examination assesses the knowledge acquired and the ability to solve complex and specialised problems.

Eight written or electronic assignments to be assessed and returned. Other assignments are set for self-study and complete solutions are made available to students.

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