Dec 19, 2022

Supplement to past couple posts on asset allocation, risk aversion, and horizon

This is an add on to the past cpl posts. Assumptions are the same except where called out. The past two posts are here: 

 Again, 

  • No spending 
  • Still centered on a CRRA style evaluation at fixed horizons
  • Human Longevity not in this post at all
  • Assumptions mostly as in first bullet pt. link above


Some variations: 

A. Different risky portfolios. The "supplement here in Figure 1 is that I was playing with shifting from a less realistic portfolio to a more realistic one with lower volatility in the higher risk portfolio. The one on the left was illustrative with a higher risk P that had .25 std dev. I knew this would bend the CRRA utility a bit. On the right I dialed back the vol in the higher risk portfolio. Still illustrative tho. Close to real equity portfolio in real terms? idk, no idea. Depends on inflation and stationarity stuff. Inflation = 3% (heh) then 10% with 17% vol is maybe weak sauce for an equity portfolio but maybe left and right are a good bracket. You tell me. 

Figure 1
Three horizons in each panel


B. Different Risk Aversions -- same horizon  -- Higher risk portfolio. The other game I played is going up the chain in CRRA coefficients. This was not scientific nor was it comprehensive. I played with going to RA = 1 with the right side of Figure 1 at the horizon T = 20 and rendered in Figure 2. where the green line is RA = ~1 and the blue line is RA = 3 when using the higher risk portfolio. The thing missing is RA = 2 but that can be inferred visually if one thinks about it. Again Figure 2 is all at T= 20.


Figure 2


C. Different Risk aversions - Lower risk portf -- several horizons.  Here I am taking three horizons -- 10, 20 and 50y -- and shifting from RA = 3 to RA = 4. This isn't scientific, just looking at what happens incrementally, the movement. Basically one could guess here on RA = 2 and RA = 5 and get thereafter a sense of how the model moves across several RA coefficients. Or I can anyway. This doesn't prove much. Just looking. 

Figure 3. Three horizons with increasing
risk aversion for a "normalish(?)" risk-portfolio


Conclusions?

  • No, not really much, I'm all over the place in this post
  • The model is super-sensitive to the risky portfolio assumptions
  • The range of "optimal" portfolio allocations is still in a middle ground of 30-80% or more 
  • Low risk aversion allows very risky portfolios, but...
  • One could take a mid-portfolio and lever it along a CML; haven't run that one yet
  • The near-horizon appears to forgive wide ranges of AA but this violates my priors. TBD
  • Rising risk aversion pulls in risk allocation but: "duh"
  • What do you see?





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