Saturday, May 16, 2026
The 100 Baggers Club
Thursday, January 1, 2026
A Golden Year
Tomorrow will be first trading day of 2026. So, it's a good time to look back at how different asset classes performed in the past year.
Equities continued to surge ahead in 2025, once again powered by AI. The S&P 500 and NASDAQ Composite gained 18.7% and 21.1%, respectively continuing a run that began in November 2022 after OpenAI debuted ChatGPT. The two U.S. indices have now cumulatively returned 87.5% and 127.0%, respectively, over the past three years led by the likes of NVIDIA, Alphabet, Microsoft, and Meta. International stocks did even better last year, with the Europe's STOXX 600 Index rising 36.8% and the MSCI Emerging Markets index up 33.4%. Yet, for all the strong showing among equities, 2025 was really gold's year to shine. The yellow metal, long thought of as safe haven asset and inflation-hedge, soared 62.2%--its strongest annual performance in over four decades. Gold's powerful rally was driven by a number of factors, including a weakening dollar, aggressive central bank purchases, persistent inflation concerns, and geopolitical uncertainties. Livestock was another strong performer, as U.S. herd size shrank to its lowest level since 1951.
On the other hand, oil and the U.S. Dollar weakened substantially in 2025. Oil's slide was primarily due to oversupply in the market after OPEC + increased production; U.S. shale boom and the emergence of new oil sources in Brazil, Guyana and Norway further contributed to the supply gut. The Dollar Index, which measures the greenback against a basket of foreign currencies, was down 9.4% last year largely as a result of President Trump's tariff policies and Fed rate cuts. Lastly, bitcoin stumbled after several years of strong performance...because? Well, who really knows--it's crypto! It was probably the usual mix of leverage and liquidations and perhaps investors' eagerness for gold, rather than crypto, to diversify away from traditional assets. In any case...here's summary of the winners and losers in 2025 (in USD):
Saturday, November 20, 2021
BRIC By BRIC
In 2001, Goldman Sachs economist Jim O'Neill coined the acronym BRICs to represent the four major emerging market nations, Brazil, Russia, India and China, that he predicted would drive global growth and transform the international economic order. (The full report is here.) The idea soon took off, leading to an investment and business charge into the BRICs that catapulted O'Neill from head economist to chairman of GSAM. Two decades on, how have O'Neill's predictions fared?
From an economics perspective, it's been a mixed bag. China has soared to become the second biggest economy in the world. India has climbed, while Brazil and Russia have stagnated after a decade of strong growth, as shown below (GDPs in current USD; click to enlarge). In 2001, Brazil, Russia, India and China were 2.2%, 1.2%, 1.9% and 5.3% of global GDP, respectively. By 2020, Brazil and Russia were still around 2.4% and 2.5% of world GDP, respectively; India had risen to 4.3% of global GDP; but China...had shot up to a remarkable 24.3% of global GDP from $1.3 trillion to $14.7 trillion. Over the past two decades, the world's economy grew from $20.5 trillion to $60.5 trillion and China was responsible for nearly 40% of that increase!
Monday, November 8, 2021
The Man Who Solved the Market?
Gregory Zuckerman's 2019 book of the same name sought to provide a look behind the curtains of Jim's Simon's Renaissance Technologies, the most successful (and secretive) hedge fund of all time. Well, sort of...While how RenTec makes money is as much a mystery at the end of the book as it is at the start, Zuckerman provides a good background into the key personalities, investment philosophy, and the scope of RenTec's massive engineering infrastructure that has been critical to its success.
Renaissance was founded in the early 1980s by Simons, a highly respected mathematician, successful NSA code-breaker and university administrator who left academia in his '40s to try his hand at this finance thing, drawn by...what else?...MONEY! The Firm became a pioneer in using mathematical and scientific techniques to identify hidden patterns in the market. And its flagship fund, Medallion, has been phenomenally, wildly, crazily successful--a veritable money machine!!! How successful? Since its inception in 1988, Medallion has generated annualized net returns of 39%. Effectively doubling investors' money every two years! By comparison, the S&P 500 has returned just 10% per year over the same period. The average hedge fund, represented by benchmark HFRI Fund-weighted Composite, has returned 9%, as shown below:
Source: Gregory Zuckerman, newtraderu.com, HFRNo one knows exactly how Medallion makes so much money. Probably only a few people at Renaissance fully know either. Conceptually, Medallion utilizes statistical arbitrage, exploiting very short-term deviations of historical relationships between assets (think trading horizons of minutes and hours). Betting that these relationships will mean-revert, Medallion uses significant leverage to amplify gains. According to the book, Renaissance is only looking to be right 51% of the time, but that's more than enough. Trading thousands of times a day, those gains add up, especially when multiplied by leverage.
So, does Medallion single-handedly prove that markets really are not efficient? Did Simons really solve the market? Or is Medallion the exception that proves the rule? Perhaps it's the latter. Medallion's consistency, or persistence, is so remarkable precisely because of its rarity. Moreover, there are trade-offs. Short-term trading is generally capacity constrained. That's why Renaissance has capped the size of Medallion at $10 billion and distributes profits annually. (It's now effectively the world's most attractive bond! Producing 39% of yield per year!) Renaissance has tried to scale its business by attempting to develop long-term trading strategies that have less capacity issues. Alas, the Firm's other funds, like RIEF, RIFF or RIDA have not able been able to produce anything close. In fact, REIF, RenTec's longer-term equity trading strategy (think trading horizons of weeks and months) has actually underperformed the S&P 500, since inception in 2006 (by 2% per year):
Sunday, February 14, 2021
Stock Market Bubble? Yes!! No!! Who Knows?!
January saw a wild ride in stocks, particularly junk stocks. Widescale vaccine rollouts, permanently dovish monetary policy, massive stimulus with direct cash payments and the possibility of more government aid to come...are pushing equities to record highs. But how much higher can markets go?
Some say we are in a massive bubble and face a reckoning...not if, but when. Others are more bullish, rationalizing reasons why markets fundamentally will go up (a slight tangent here, but most sell-side research are typically self-servingly bullish---at a brokerage house you're never penalized for being bullish and wrong, just for being bearish and wrong. You can't really blame them...."research" is really just marketing...part of ibanks' expenses to get trading commissions; and over two-thirds of the time, the market goes up...so it's a numbers game).
Which brings us to Warren Buffett's "favorite" valuation metric: the market cap/ GDP ratio. A good description is available at the Current Market Valuation blog. The intuition is that stock market growth reflects underlying economic growth. Over the long term it should be roughly 1:1. So, below 100% stocks are undervalued; above 100% they are overvalued. Currently the ratio stands at 288% ($48.7 T/ $21.7 T) or nearly 3 standard deviations from the historical average...something you'd expect to see once every 300 years. The U.S. is only 244 years old (and GDP data has only been collected for ~100 of those)...so hmm, something to think about.
Mind you, it's NOT a market timing tool; as they say, "the market can stay irrational longer than you can stay solvent." Another big deficiency of this indicator is that it does not take into account the level of interest rates. Rates influence borrowing and profit margins of companies (and thus their valuations) as well as the the attractiveness of bonds relative to stocks---two competing investable asset classes.
The chart below shows GDP and stock market growth trends. Taken by themselves...clearly the market seems to be running ahead of itself, by a lot.
But if there is one thing that does scare the market it's the spectare of uncontrolled inflation forcing the Fed's hand. Price stability is a Fed mandate. And if the Fed has to choose between controlling inflation and propping the stock maket, its going to choose the former... But inflation is not really a problem for the Fed right now...on the contrary deflation is probably the bigger worry. In fact, a little inflation is good for "greasing the wheels" of commerce. And depsite providing oceans of liquidity over the past decade, the Fed has not been successful at bringing inflation up to the 2% per year that's considered "good."
If inflation expectations remain low then investors are being rational in choosing stocks over bonds. Currently the benchmark 10-year Treasury bond is yielding 1.2%. The widely followed Shiller CAPE ratio for stocks currently stands at 35.8; in another words, stocks are yielding 2.8% (1/ 35.8) or 2.3x bonds. Sure stocks are riskier, but at such low rates bonds are risky too. So the "equity premium" or spread over bond yields is compressed and investors favor stocks.
Why has inflation stayed so low despite record low unemployment (at least pre-Covid), massive tax cuts and very accomodate monetary policies? No one really knows...
The net effect is all this probably ends very badly at some point...but only when inflation rears its head. Until then, companies will contine to binge on debt and investors will likely continue to reward them with higher valuations and keep the cycle going...so keep buying Growth and Momemtum stocks and Bitcoin.
Felicidades España, los Campeones del Mundo!!
An imperious defense and dazzling passing helped La Roja to win the World Cup Fewest Goal Conceded in World Cup: 1 Golden Ball (Best Playe...
-
Russian oligarch Roman Abramovich purchased Chelsea FC in 2003 for £140 million (£60 million for the club plus £80 million of debt). His la...
-
This is more a discussion than a "debate" between two giants of the economics profession. Both are Democrats and agree on the basi...
-
Even though many of us are still working from home and days of the week can sometimes meld into one another, the weekend still seems to (and...








