Li Keqiang, Machine Learning, And Some Advice From Munger

By Alex
Updated on

Tyler here with this week’s Macro Musings.

Article I’m reading —

Last week Alex talked about the developing weakness in the Li Keqiang Index and what that means for the macro environment in the months ahead.

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The CME group wrote a fantastic article about this index that dives into its components, its history, and its uses. (Link here)

What they found was the the Li Keqiang Index does a much better job at cueing moves in industrial metals and other commodities than the official Chinese GDP number. Here’s a snippet from the study they did on copper.

The most important point, however, is that copper prices demonstrate a much higher correlation to the Li Keqiang index (as much as +0.55, four quarters, or one year, later) than it does with China’s official GDP.  The latter achieves a peak correlation of only around 0.25, with a lag of 1-3 quarters.

The rest of the article goes on to talk about what the Li Keqiang and the Chinese yield curve imply for today’s commodity and currency markets. Definitely check this out if your wondering how China currently fits into the macro puzzle.

Podcast I’m listening to —

My favorite vol trader in the game, Euan Sinclair, made an appearance this week on the Futures Radio Show. (Link here)

If you do any trading in the VIX and options space this is a must listen. Euan’s a veteran no-bullshit derivatives trader who got his start on on the floor before computers took over. He now runs a volatility hedge fund called Talton Capital Management.

I like Euan’s approach to trading because it blends scientific rigor (he has a PhD in physics) with floor trader practicality and simplicity.

I’ve made a lot of money over the years following some of his ideas on how to trade VIX products. Listen to this podcast if you want further detail on how he approaches the VIX space.

Video I’m watching —

If you’re like me you’re always reading “machine learning this” or “machine learning that” — especially if you monitor the quant crazed financial industry.

Quant funds now use machine learning to develop trading strategies that a human can’t even understand. That’s a really scary thought for someone who’s not familiar with the technology.

But after watching this video, I’ve since warmed up to the idea. It’s the best piece of content I’ve seen on machine learning because it’s easy to understand even if you’ve never seen a line of code in your life.

I have no doubt that this tech will continue to integrate and take over certain parts of human workflow and I think it’s important that everyone has a conceptual understanding of how it works. Give it a look.

Trade I’m looking at —

I’m keeping a close eye on crude oil futures because the price action looks terrible and there’s still a record spec long position built up according to the latest COT data.


I think it’s likely we get a washout of the bull move to reset the positioning before the trend resumes higher. Here’s how I think the current price action plays out.


A tactical short position here is interesting if you’re looking for a quick counter-trend trade.

Quote I’m pondering —

How do you learn to be a great investor? First of all, you have to understand your own nature. Each person has to play the game given his own marginal utility considerations and in a way that takes into account his own psychology. If losses are going to make you miserable and some losses are inevitable – you might be wise to utilise a very conservative pattern of investment and savings all your life. So you have to adapt your strategy to your own nature and your own talents. I don’t think there’s a one size fits all investment strategy that I can give you. ~ Charlie Munger

They’re a thousand ways to skin the cat in the speculation game. We all must do what fits our psychology best. Follow others for new ideas and inspiration, but make sure you’re still eating your own cooking. It’s tough to stick with an approach you haven’t designed yourself from the bottom up.

That’s it for this week’s Macro Musings.

If you’re not already, be sure to follow us on Twitter: @MacroOps and on Stocktwits: @MacroOps. Alex post’s his mindless drivel there daily.

Here’s a link to our latest global macro research. And here’s another to our updated macro trading strategy and education.

Article by Alex, Macro Ops

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