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Great article Justin and I have already incorporated a slice of KBWP into my portfolio as a result. There is one aspect of your last test incorporating KBWP into the Golden Butterfly that I didn’t quite understand however. Since the GB Portfolio already contains a 20% slice of small cap value, adding more SCV as a sixth equally weighted asset class doesn’t seem like it would result in a fair comparison of SCV against the other low beta equities that weren’t already represented in the base model portfolio. Naturally, adding more of an existing asset class to a portfolio isn’t going to have the same desired impact in terms of diversification and lack of correlation benefits as adding a novel asset class to that portfolio.

In order to produce a fair comparison of SCV against KBWP, it seems that you’d need to start with a model portfolio that doesn’t already have an allocation to SCV. This may not be so straightforward however, since most if not all established Risk Parity Portfolios with respectable high withdrawal rate metrics are going to have an existing allocation to SCV.

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