Moving inside the unit circle

So I add the minus sign to the Generalized Yield Curve. Beta should be 1.0, other variables remain. Reminder, we are computing nats, not bits. The equation separates he noise form the signal for each channel component.

What's next?
I suppose I should look closely at the SP100 traders and what they were doing just before and just after the crash, and find them playing catch up. I would actually be more interested in a fine tuned picture of energy consumption during that period.  I will search around for good data.

Speaking of crashes, how does this equation change when the economy has severe constraints?  The economy aligns itself to the most constrained input, is solves the mutual entropy problem   By that method, the economy can avoid the multi-variate delivery problem, like me, it can skip matrix math. Goods networks alter to maximize mutual entropy, that is, get the oil trucks, grocery trucks and UPS trucks flowing smoothly again on the transport network.
Note:
I posted my Huffman code in the page to the right. It includes a general quick sort that can sort objects of any size in the R language, sorting based o the first column of the frame.  The codes take a frame and generates the Hufhman tree, then descends the tree extracting the Huffman table of codes.