Brehm #2 Flashcards
The evolutionary process of decision making using ERM (3)
- deterministic project analysis - single deterministic forecast where uncertainty is handled judgmentally
- dynamic financial analysis (DFA)/risk analysis - uses simulation to produce forecasts of distributions where uncertainty is handled judgmentally «_space;current state
- certainty equivalent - extends DFA and formalizes judgment by quantifying corporate risk preferences using a utility function
Argument for moving towards step 3 in the evolutionary process (certainty equivalent)
both shareholders and managers want to maximize market value
Franchise value
= PV (future earnings growth)
*risk management aims to protect franchise value
Market value
market value = book value + franchise value
Advantages of the certainty equivalent (3)
- objective
- consistent
- repeatable
Corporate risk tolerance
combination of factors such as organization size, financial resources, and ability and willingness to tolerate volatility
Efficient frontier graph
plots risk (x) against return (y)
Explore options that either:
- reduce risk without sacrificing return
- increase return without increasing risk
- or scenarios in between
Economic value added (EVA) formula
EVA = NPV (return) - cost of capital
positive EVA = value added
negative EVA = value destroyed
Economic capital
economic capital = VaR at a remote probability (such as 1-in-3000)
Advantages of allocating capital using economic capital (4)
- unifying measure for all risks across org
- more meaningful to management (vs. RBC/capital adequacy ratios)
- forces firms to quantify risks and combine them into probability distributions
- provides framework for setting acceptable risk levels for the organization as a whole and individual business units
Main categories of risk measures (3)
- moment based
- tail based
- probability transforms
Description and examples (2) of moment-based risk measures
probabilistic expectations of random variables
ex: variance or standard deviation, semi-standard deviation
Disadvantages of moment-based risk measures (2)
- favorable deviations are treated the same as unfavorable ones
- may understate risk because lower moments do not adequately capture market attitudes
Alternatives to moment-based risk measures that better capture market attitudes (2)
- skewness
2. exponential moments - reflects all losses but is more responsive to large losses E [ Y * exp ( c * Y / E [ Y ] ) ]
Disadvantage of using tail-based risk measures
emphasize large losses only
Types of tail-based risk measures (5)
- VaR
- TVaR
- XTVaR
- expected PH deficit (EPD)
- value of default put option
XTVaR tail-measure and idea behind it
XTVaR = TVaR - overall mean
idea: if the mean is financed through other funding, capital is only required for losses above the mean
Expected PH deficit (EPD) tail-measure
EPD = ( TVaR - VaR ) * probability of default
where probability of default = 1 - probability level
gives the unconditional expected value of defaulted losses