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2025 year in review
Fund Highlights Exceptionally strong and consistent performance The following table shows the performance statistics for the fund. For references purposes, we have also included the MSCI Asia Pacific Index (in local currency). Fund and Market Performance Statistics 2025 Source: OQFM, Bloomberg Asia equity markets performed extremely strongly but with relatively high volatility and a significant drawdown. We achieved our objective of delivering consistently strong performance.
Nick Bird
Jan 6


Interesting A-H pair trades
The following note was published in our November newsletter. All data are as of 30 November 2025. We closely monitor A–H cross‑sectional and time‑series discounts and premiums. Based on this analysis, we trade actively, with the vast majority of trades initiated intra‑day. Currently, the most interesting A-H trades are in the banking sector. China Merchant Bank’s H-share currently trades at more than a 10.7% premium to its A-share. It’s the only Financials H-share that trade
Nick Bird
Dec 5, 2025


Liquidity vs Fundamentals
What’s driving share prices? To state the obvious, share prices are driven by liquidity flows. Put simply, when there are more buyers than sellers, share prices rise - and when there are more sellers than buyers, they fall. Over the long term, liquidity flows reflect company fundamentals. Good companies attract more net inflows than bad companies. The problem is the long term can be very long. We subscribe to the view outlined by Cliff Asness in his paper The Less-Efficient M
Nick Bird
Oct 28, 2025
Detail broker data & trading on information rather than noise
Detail broker data We now have data feeds for the complete set of StarMine factor data and, far more importantly, detailed broker...
Nick Bird
Aug 28, 2025


A-H mispricing opportunities
One of the mispricing opportunities we target is the spread between A-shares and H-shares. Chart 1 illustrates the Hang Seng Stock...
Nick Bird
Jun 5, 2025
2024 year in review
Our year in review includes an analysis of environmental risk factors, changes in market structure (and how we adapted to these changes),...
Nick Bird
Jan 6, 2025


Developments and opportunities in China
In this brief note, we analyse what’s been happening in China using a question-and-answer format. What are the key facts? There have been...
Nick Bird
Oct 21, 2024


A-H returns & unwinding of mispricing anomalies
Recently we’ve been monitoring the correlation between the daily performance of the Hang Seng Stock Connect China AH Premium (HSAHP)...
Nick Bird
Aug 7, 2024
Investor sentiment & AI as a risk factor
“In the short run, the market is a voting machine but in the long run, it is a weighing machine.” This is a quote from Warren Buffett in...
Nick Bird
Jul 2, 2024


Quant factor investing in Japan: opportunities and challenges
In this research note, we examine the opportunities and challenges associated with implementing a quant factor process in Japan. The...
Nick Bird
Apr 24, 2024


Asian stock market idiosyncrasies
Successfully investing in Asian equities requires specialist regional expertise. Each market has its own unique characteristics which...
Nick Bird
Mar 23, 2024
Lessons from China Quant Quake
Recently there has been considerable press coverage on the severe underperformance of numerous China quant funds. On 22nd February...
Nick Bird
Mar 5, 2024


Attractive mispricing opportunities in China
There are numerous equity market dislocations across the broad spectrum of Chinese securities. They are the result of extreme liquidity...
Nick Bird
Feb 1, 2024
Crowding risks
The consequences of crowding are ever-present. Normally it’s restricted to inhibiting alpha generation, particularly for fund managers...
Nick Bird
Jan 4, 2024
Distinguishing between signal and noise
Garbage in, garbage out Consider two different quantitative investment strategies: stat arb and multi-factor quant. A stat arb strategy...
Nick Bird
Dec 25, 2023


Taking a holistic approach to analysing net China exposure
We take a holistic approach to analysing the fund’s China exposure and opportunistically shift net China exposure between ‘A’ and ‘H’...
Nick Bird
Sep 28, 2023


Positioning our portfolio so that it’s optimised for the market environment
The most distinctive feature of our investment process is our non-systematic overlay. Previously we’ve documented how we manually review...
Nick Bird
Jul 28, 2023


Why we execute a large number of daily trades
The following chart shows the 30-day moving average of the number of daily trades since the fund was launched. Chart 1: 30 day moving...
Nick Bird
Jun 28, 2023


Why we're Asian specialists
The first point to emphasise is we will always be Asian specialists. Previously – before setting up OQ – we diversified outside of Asia....
Nick Bird
Jun 5, 2023
Analysing risk: horses for courses
Understanding the challenge We’ll start with an irrefutable fact: fund return volatility is required to generate decent performance....
Nick Bird
May 2, 2023
Our favourite finance quotes (and how they relate to our investment process)
“Hedge funds fail when rock stars are in charge” Matthew Lyn, Bloomberg, 2010 This is the subject line for a Bloomberg news story I read...
Nick Bird
Mar 1, 2023


The potential pitfalls of focusing on idiosyncratic risk
Increasingly, investors are placing a lot of emphasis on idiosyncratic or stock specific risk. Depending on how this risk is calculated,...
Nick Bird
Jan 10, 2023


BOJ policy change and the end of zero-Covid
December was an interesting month in Asia for two key reasons: 1. The BOJ’s yield curve control policy change on December 20, allowing...
Nick Bird
Jan 3, 2023
Univariate vs multivariate regression analysis
Some investors have recently asked us about different factor performance measures, particularly the difference between rank ICs and pure...
Nick Bird
Aug 25, 2022
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