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The week's question
In March 2025, in the thread "Re: OT, out", Umm asked the members: "Do you think it is because America is made up of magical soil that makes businesses based in America magically profitable?" This week it is put to everyone again. The button below opens the small thread re-asking it - read what others have said so far, then give your own answer as an ordinary reply.
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Investment Strategies / Mechanical Investing
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Author: hiphop   😊 😞
Number: of 6243 
Subject: Re: book recommendation
Date: 07/10/25 4:53 PM
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Hi Jim,

While this probably belongs on the BRK board, as it is a strategy based around BRK, I wanted to dive into the exact calculations required to generate the plot:

This is a graph of a smoothed valuation metric. (basically a 16 quarter WMA of inflation adjusted book per share, scaled to match the average valuation multiple in the last 20 years. (smoothed line moved up to minimize RMS errors versus price line)

Let me see if I understand these steps:

(1) Get previous 16 quarters of inflation adjusted book per share
(2) Get previous 20 years of PE multiples
(3) WMA = triangular weighting of (1)/(sum of weights) * average(2) for each quarter
(4) Do a least squares match of offset of (3) to price over same timeframe (any smoothing)?
(5) Calculate the standard deviation of the offset line in (4) vs price (assume gaussian spread).

Is that correct? Or did I mess something up. This seems like something that changes rather slowly. Maybe only redo the calcuation every quarter?

--G
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This community has written 6,227 posts about Mechanical Investing. The article-length ones it recommended most:
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