Articles by Rob Mannix
Applying the scientific method to investing
The new field of experimental finance goes beyond backtesting
Volatility scaling flops in credit alt risk premia
Strategies miss recovery from March plunge, prompting rethink on speed of mean reversion
The scientists probing the human mind for an investing edge
Recent advances in behavioural finance could give rise to new quant models and strategies
Studies test investors’ risk aversion after crash
Researchers use March tumult to investigate psychology of risk-taking
Doyne Farmer’s next big adventure: capturing the universe
Quant fund pioneer plans to build an economic super-simulator on a global scale
R-nought is the wrong number for markets, academics say
New research suggests volatility of transmission matters more for asset prices
Negative Vix premium signals vol spikes, research finds
Unusual pattern seen in Covid crash could help volatility sellers avoid future reversals
Two quants use options pricing tools to model Covid-19
New tool aims to gauge wider cost of virus control measures
Alt risk premia chasing 'tail beta' – again
Quant strategies that failed in the coronavirus crash face a reckoning
Quants pitch in to improve pandemic models
The finance industry’s quants are trying their hand at modelling the virus and its economic impact
Covid-19 tumult is testing AI fund returns
Some ML strategies have coped well, but others began to struggle as panic mounted
Quants warn on credit risk in stocks
Conventional models may be missing explosion in novel exposure
Covid transparency would soothe markets – Harvey
“Why aren’t our policy-makers sharing their models?” asks Duke University economist
‘Huge role’ for quants in Covid-19 response – MIT’s Lo
Policy-maker actions or missteps will drive markets, academic says
Alt data lends a different light to coronavirus impact
Smog, traffic data – even movie rentals – help analysts track economic effects of virus
Caveat pre-emptor: Man ESG chief talks snubbed markets
Robert Furdak is sparking discussions about responsible trend following in unsustainable stocks
Fuzzy data stalls ESG alpha hunt
Quants searching for ESG signals have reached very different conclusions. Mostly they blame the data
The age of ethical investing, but can quants cope?
Systematic managers grapple with ESG demands of clients
Study finds ‘significant’ crowding in hedge funds
New research links herd investing to bigger drawdowns in stressed markets
Wells Fargo uses machine learning for performance attribution
Clustering algo delivers speedier and more accurate explanations of portfolio returns
In factor timing, ‘where?’ matters as much as ‘when?’
Goldman quants’ thought experiment shows timing works best for low-Sharpe strategies
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