Articles by Rob Mannix
Private equity investors see savings in AI
Unigestion, Schroders using machine learning to avoid ‘obvious losers’ among private equity firms
Dark materials: how one academic is delving into data
David Hand shines a light on dark data and the dangers of distortion by absence
Stock-picking finds unlikely champion in ex-Winton CIO
Matthew Beddall’s Havelock restyles value investing for the big data age
Replication can illuminate private equity’s nascent risks
New benchmarks paint a less flattering picture of buyout funds
Quants clone private equity: pale imitation or real deal?
Theory says replication can work, but investors are reluctant to give up private equity’s smoothed returns
Cultural appropriation: private equity goes quant
Machines are helping venerable shops find under-the-radar performers and factors that drive them
Research Affiliates expects 16% return from value repricing
New study shows “the engine for value performance is not broken”
Mirror-image factors are wiping out quant alpha
Equity momentum and value strategies are cancelling each other out, buy-siders say
Machine learning study identifies eight risk factors in private equity
Allocators may be unwittingly concentrating their bets in private equity funds, research suggests
Some quant shops doomed to ‘struggle’ – López de Prado
Theory-first firms must modernise their methods or wither, says machine learning expert
Quants miss the ‘obvious’: a safe-haven factor in bonds
After carry, the flight-to-quality factor – the ‘elephant in the room’ – is a key driver, a study says
The rise of the robot quant
The latest big idea in machine learning is to automate the drudge work in model-building for quants
GAM Systematic’s Ewan Kirk is sticking to his guns
Have markets changed? “They always do,” says quant fund CIO
AQR takes step into exotic trend following
$200-billion quant firm joins those plugging new take on strategy that’s struggled
Aspect Capital’s just-in-time metamorphosis
Martin Lueck on the trend follower’s launch of new strategies that cushioned last year’s blows
Goldman and SG on alternative data: do believe the hype
Risk Live: New data will “completely transform the landscape” of investing, says SG's Albert Loo
How Amazon and Netflix disrupted value investing
New business models have upset a common metric in the quant strategy
Fund builds virtual analyst to do ‘grunt work’
Equities unit at Principal Global Investors wants its analysts analysing, not rooting through email and research reports
No alpha in hedge funds’ average short positions – research
A strategy betting against low conviction shorts beat a benchmark model by 6% in back tests
From memos to texts, algos fish for signals in-house
Hedge funds turn to natural language tools to pry more value out of their analysts’ internal writings
How does it look from space? Satellite surge to alter investing
Higher-frequency images set for use in entirely new ways and by more investors than before
Cantab finds ‘value-add’ in alternative datasets
Quant firm estimates how much alpha new data can add before putting it to use
Volatility scaling unravels as market patterns shift
Waning power of quant approach could be a reason for trend following’s malaise
Crowding can be good for quants (sometimes) – Goldman
Study finds timing dictates different results for convergent and divergent strategies in herd moves