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Printable Handouts
Navigable Slide Index
- Introduction
- Outline
- Overview (1)
- Overview (2)
- Why DSP is important to sovereign institutions (1)
- Why DSP is important to sovereign institutions (2)
- Why DSP is important to sovereign institutions (3)
- Objectives and objective functions (1)
- Objectives and objective functions (2)
- Objectives and objective functions: CB example
- Objective: discounted wealth or log of wealth
- Objective: discounted wealth less shortfalls
- Objective: discounted wealth preference
- Additional objective functions
- Multi-factor risks and objectives (1)
- Multi-factor risks and objectives (2)
- Objectives included
- Multiple risk constraints
- Why CVaR risk constraints
- CVaR formulation
- Example of some "risk factors or objectives"
- Model structures
- Structural and policy constraints examples
- Can control extreme events (1)
- Can control extreme events (2)
- Revisiting our single model equation
- Simplified cash flow equations
- Snippet of GAMS code
- Managing reserves relative to short-term debt
This material is restricted to subscribers.
Topics Covered
- A review of dynamic stochastic programming (DSP)
- Pillars of DSP: scenario trees and models
- Why DSP is important to sovereign institutions
- Institutional objectives and objective functions in a DSP model
- Going from "CEO speak" to "risk management speak"
- Mapping central bank strategic objectives to risk limits and model objectives
- Various kinds of model objective functions
- Handling multiple institutional objectives
- How to shape distributions of multiple outcomes
- Complex objectives like ratio of reserves to short-term-debt
- Multiple objectives like safety, liquidity, returns, and stability
- Conditional value at risk (CVaR) constraints and controlling extremes
- Model structures
- Controlling extreme events
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Talk Citation
Kreuser, J.L. (2012, March 1). Applications of stochastic optimization to sovereign institutions 1 [Video file]. In The Business & Management Collection, Henry Stewart Talks. Retrieved December 22, 2024, from https://doi.org/10.69645/BRYV4787.Export Citation (RIS)
Publication History
Applications of stochastic optimization to sovereign institutions 1
Published on March 1, 2012
50 min