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  • INSIGHT.DATA.CLARITY. | Illuminating

  • Who we are

  • Expertise

  • Insights

    • Trend Following: a persistent market anomaly
    • Equity Market Neutral portfolios: hedging out market factors
    • Explore or exploit? A generic model and an exactly solvable case
    • Risk Premia: Asymmetric Tail Risks and Excess Returns
    • Endogenous crisis waves: a stochastic model with synchronised collective behavior
    • Slow decay of impact in equity markets
    • Instabilities in large economies: aggregate volatility without idiosyncratic shocks
    • Signal-wise performance attribution for constrained portfolio optimisation
    • Two centuries of trend following
    • A fully consistent, minimal model for non-linear market impact
    • An instanton approach to large N Harish-Chandra-Itzykson-Zuber integrals
    • Branching ratio approximation for the self-exciting Hawkes process
    • We've walked a million miles for one of these smiles
    • Anomalous impact in reaction-diffusion models
    • Momentum Strategies with L1 Filter
    • Agent-based models for latent liquidity and concave price impact
    • Skew and implied leverage effect: smile dynamics revisited
    • The fine structure of volatility feedback II overnight and intra-day effects
    • A nested factor model for non-linear dependences in stock returns
    • Tipping points in macroeconomic agent-based models
    • Some applications of first-passage ideas to finance
    • A Fokker-Planck description for the queue dynamics of large tick stocks
    • Critical reflexivity in financial markets: a Hawkes process analysis
    • Eigenvectors dynamic and local density of states under free addition
    • Weighted Kolmogorov-Smirnov test: Accounting for the tails
    • Crises and collective socio-economic phenomena: simple models and challenges
    • Sticky Expectations and the Profitability Anomaly
    • A proposal for impact-adjusted valuation: critical leverage and execution risk
    • Optimal Trading with Linear Costs
    • The joint distribution of stock returns is not elliptical
    • Anomalous price impact and the critical nature of liquidity in financial markets
    • The price impact of order book events: market orders, limit orders and cancellations
    • Why is order flow so persistent?
    • Eigenvector dynamics: theory and some applications
    • Goodness-of-Fit tests with dependent observations
    • Models for the impact of all order book events
    • Smile dynamics - a theory of the implied leverage effect: ERRATUM
    • How does the market react to your order flow?
    • Principal Regression Analysis and the index leverage effect
    • Individual and collective stock dynamics: intra-day seasonalities
    • The endogenous dynamics of markets: price impact and feedback loops
    • Population dynamics in a random environment
    • Of Songs and Men: a Model for Multiple Choice with Herding
    • Smile dynamics - a theory of the implied leverage effect
    • Price Impact
    • Theory of financial risk and derivative pricing
    • Financial applications of Random Matrix Theory: a short review
    • Explaining the forward interest rate term structure
    • A shift-optimised Hill-type estimator
    • Optimal Time to Sell a Stock in Black-Scholes Model: Comment on 'Thou shall buy and hold'
    • Quadratic Hawkes processes for financial prices
    • How markets slowly digest changes in supply and demand
    • The student ensemble of correlation matrices: eigenvalue spectrum and Kullback-Leibler entropy
    • Relation between Bid-Ask Spread, Impact and Volatility in Double Auction Markets
    • What’s what? Long only Smart Beta & equity market neutral Alternative Beta
    • The Excess Returns of 'Quality' Stocks: A Behavioral Anomaly
    • Risk Premium investing – A tale of two tails
    • The misleading nature of correlations
    • Alternative Beta Matters - 2015 Q4 Quarterly Report
    • The square-root impact law also holds for option markets
    • Linear models for the impact of order flow on prices I. Propagators: Transient vs. History Dependent Impact
    • On the overlaps between eigenvectors of correlated random matrices
    • Unravelling the trading invariance hypothesis
    • Do investors trade too much? A laboratory experiment
    • Optimal Trading with Linear and (small) Non-Linear Costs
    • On growth-optimal tax rates and the issue of wealth inequalities
    • From Walras' auctioneer to continuous time double auctions: A general dynamic theory of supply and demand
    • Why do markets crash? Bitcoin data offers unprecedented insights
    • Sudden trust collapse in networked societies
    • On the emergence of an 'intention field' for socially cohesive agents
    • Invariant β-Wishart ensembles, crossover densities and asymptotic corrections to the Marchenko-Pastur law
    • The fine structure of volatility feedback I: multi-scale self-reflexivity
    • Election turnout statistics in many countries: similarities, differences, and a diffusive field model for decision-making
    • Invariant β-ensembles and the Gauss-Wigner crossover
    • Comment on Turbulent cascades in foreign exchange markets
    • Real-world options: smile and residual risk
    • The Black-Scholes option pricing problem in mathematical finance: generalization and extensions for a large class of stochastic processes
    • Cleaning correlation matrices
    • Spatial correlations in vote statistics: a diffusive field model for decision-making
    • The (unfortunate) complexity of the economy
    • Economics needs a scientific revolution
    • Stock price jumps: news and volume play a minor role
    • Large dimension forecasting models and random singular value spectra
    • Trend followers lose more often than they gain
    • Financial applications of Random Matrix Theory: old laces and new pieces
    • Theory of collective opinion shifts: from smooth trends to abrupt swings
    • The dynamics of financial markets - Mandelbrot's multifractal cascades, and beyond
    • Experts' earning forecasts: bias, herding and gossamer information
    • A Non-Gaussian Option Pricing Model with Skew
    • Option pricing and hedging with minimum expected shortfall
    • Comment on Two-phase behaviour of financial markets
    • Self-referential behaviour, overreaction and conventions in financial markets
    • Multiple time scales in volatility and leverage correlation: A stochastic volatility model
    • CTAs in a Regime of Rising Rates
    • Alternative Beta Matters - 2016 Q1 Quarterly Report
    • An introduction to statistical finance
    • Bubbles, crashes and intermittency in agent based market models
    • The skewed multifractal random walk with applications to option smiles
    • Hedge your Monte Carlo
    • Microscopic models for long ranged volatility correlations
    • Hedged Monte-Carlo: low variance derivative pricing with objective probabilities
    • Power-laws in economics and finance: some ideas from physics
    • Hedging large risks reduces the transaction costs
    • Wealth condensation in a simple model of economy
    • Option pricing and hedging with temporal correlations
    • Back to basics: historical option pricing revisited
    • Elements for a theory of financial risks
    • A Langevin approach to stock market fluctuations and crashes
    • Taming large events: portfolio selection for strongly fluctuating assets
    • Herd behavior and aggregate fluctuations in financial markets
    • Financial modeling and option theory with the truncated Lévy process
    • Missing information and asset allocation
    • Option pricing in the presence of extreme fluctuations
    • Exponential weighting and random-matrix-theory-based filtering of financial covariance matrices for portfolio optimisation
    • Statistical models for company growth
    • Path dependent option pricing: the path integral partial averaging method
    • Worst fluctuation method for fast value-at-risk estimates
    • Rational Decisions, Random Matrices and Spin Glasses
    • Universality classes for extreme value statistics
    • Random walks, liquidity molasses and critical response in financial markets
    • Stiff Field Theory of Interest Rates and Psychological Future Time
    • Fluctuations and response in financial markets: the subtle nature of 'random' price changes
    • More statistical properties of order books and price impact
    • Statistical properties of stock order books: empirical results and models
    • Introducing Variety in Risk Management
    • More stylized facts of financial markets: leverage effect and downside correlations
    • The leverage effect in financial markets: retarded volatility and market panic
    • Correlation structure of extreme stock returns
    • An empirical investigation of the forward interest rate term structure
    • Apparent multifractality in financial time series
    • Random matrix theory and financial correlations
    • Noise Dressing of Financial Correlation Matrices
    • Are financial crashes predictable?
    • Phenomenology of the interest rate curve
    • Scaling in stock market data: stable laws and beyond
    • Linear models for the impact of order flow on prices II. The Mixture Transition Distribution model
    • Why have asset price properties changed so little in 200 years
    • Tail protection for long investors: convexity at work
    • Alternative Beta Matters - 2016 Q2 Quarterly Report
    • Dissecting cross-impact on stock markets: An empirical analysis
    • Price impact without order book: A study of the OTC credit index market
    • Agnostic Risk Parity: Taming Known and Unknown-Unknowns
    • Alternative Beta Matters - 2016 Q3 Quarterly Report
    • Trading lightly: cross-impact and optimal portfolio execution
    • Alternative Beta Matters - 2017 Q1 Newsletter
    • Alternative Beta Matters - 2017 Q2 Newsletter
    • Financial crises: how CFM navigates the markets
    • Asset management firms must adapt or die
    • The 'Size Premium' in Equity Markets: Where is the Risk?
    • Alternative Beta Matters - 2017 Q3 Newsletter
    • You are in a drawdown. When should you start worrying?
    • Universal scaling and nonlinearity of aggregate price impact in financial markets
    • The short-term price impact of trades is universal
    • Nonlinear price impact from linear models
    • A fractional reaction-diffusion description of supply and demand
    • On a multi-timescale statistical feedback model for volatility fluctuations
    • Demystifying smart and alternative beta
    • Alternative Beta Matters - 2017 Q4 Newsletter
    • Mini-symposium on automatic differentiation and its applications in the financial industry
    • Black was right: Price is within a factor 2 of Value
    • Deconstructing the Low-Vol Anomaly
    • Rotational invariant estimator for general noisy matrices
    • Monetary Policy and Dark Corners in a stylized Agent-Based Model
    • The eigenvectors of Gaussian matrices with an external source
    • Buy-side quant of the year 2018 - Jean-Philippe Bouchaud
    • Explaining hedge fund index returns
    • Executing with impact: why the price you want is not the price you get!
    • In-sample overfitting: avoiding the pitfalls in data mining
    • Modelling forward looking returns and combining traditional and alternative benchmarks
    • Alternative Beta Matters - 2018 Q1 Newsletter
    • The Convexity of Trend Following
    • Alternative Beta: A strategy that hits the portfolio sweet spot
    • Alternative Beta Matters - 2018 Q2 Newsletter
    • Co-impact: Crowding effects in institutional trading activity
    • Is there a 'new normal' in Volatility Markets?... Probably not!
    • North America Spring Seminar 2018
    • Improving trade execution systematically
    • The real reason to include Trend Following in a portfolio (hint: it’s not as a hedge)
    • Welcome to a non-Black-Scholes world
    • Is ESG an equity factor or just an investment guide?
    • Artificial Intelligence: perspectives from the quant coalface
    • Alternative Beta Matters - 2018 Q3 Newsletter
    • Co-existence of Trend and Value in financial markets: Estimating an Extended Chiarella Model
    • Artificial Intelligence: how CFM uses machine learning to remain at the forefront of asset management
    • A new hype or a new hope? Neural networks applied to live market data
    • The statistics of random walks: how long can you go and when should you panic?
    • Alix Egloff-Guéant named among 50 leading women in hedge funds 2018
    • Philippe Jordan appointed to AIMA's Board of Directors
    • Making optimisation techniques robust with agnostic risk parity
    • CFM Talks To: Prof. Dr. Thorsten Hens
    • Alternative Beta Matters - 2018 Q4 Newsletter
    • Making fat right tails fatter with trend following... most of the time
    • CFM Talks To: Dr. Bruno Dupire
    • Understanding the noise that comes with ESG investing
    • European Autumn Seminar summary
    • Optimal cleaning for singular values of cross-covariance matrices
    • Alternative Beta Matters - 2019 Q1 Newsletter
    • The real secret behind winning with AI
    • Everything you think you know about Risk Premia is wrong
    • CFM Talks To: Fiona Reynolds
    • The what, why, and decisively, the how of ESG investing
    • École Polytechnique launches a research chair with Capital Fund Management (CFM)
    • How should you discount your backtest PnL?
    • Separating myth from reality in AI
    • Packed in like sardines: how crowding in trade flow can adversely affect execution costs
    • Alternative Beta Matters - 2019 Q2 Newsletter
    • CFM Talks To: Professor Johannes Muhle-Karbe
    • Alternative Beta Strategies: The only free lunch in finance
    • North America Spring Seminar 2019
    • Portfolio Construction Matters
    • Optimizing Alternative Beta in a Lower for Longer Environment
    • Alternative Beta Matters - 2019 Q3 Newsletter
    • CFM Talks To: Emanuel Derman
    • On business cycles... and when trend following works
    • Constructing a diverse portfolio
    • Tess Shih named among 50 leading women in hedge funds 2019
    • The evolution of factor investing
    • Can alternative beta strategies help in a lower for longer environment?
    • CFM launches alternative data initiative with Columbia University’s Program for Economic Research
    • Hedge fund CFM says ignore the news
    • Factor Investing and Smart Beta
    • Is human intelligence redundant in investment management?
    • Alternative Beta Matters - 2019 Q4 Newsletter
    • CFM Talks To: Robert Engle
    • CFM named “Best Offshore Manager operating in Australia”
    • The case for long-only agnostic allocation portfolios
    • Diversification Underpinned by Science
    • Of presidents and heart attacks - Risk control as diversification through time
    • European Autumn Seminar 2019
    • Alternative Beta Matters - 2020 Q1 Newsletter
    • CFM Talks To: Jim O'Neill
    • Zooming in on Equity Factor Crowding
    • Extracting the news(worthy) from the noise
    • Equations and Shape of the Optimal Band Strategy
    • Conditional Correlations and Principal Regression Analysis for Futures
    • Impact is not just volatility
    • Are trading invariants really invariant? Trading costs matter
    • Slow decay of impact in equity markets: insights from the ANcerno database
    • Econophysics: still fringe after 30 years?
    • Crossover from linear to square-root market impact
    • The Multivariate Kyle model: more is different
    • Deep deterministic portfolio optimisation
    • Equity Factors: to short or not to short, that is the question
    • CFM Talks To: Stéphane Boujnah
    • The Option to Options
    • Trend following in the time of Covid-19
    • Alternative Beta Matters - 2020 Q2 Newsletter
    • 'Lucking Up' - until beta fails
    • Spotlight on multi-asset investing
    • Material winners and losers in ESG strategies
    • V-, U-, L-, or W-shaped recovery after COVID? Insights from an Agent Based Model
    • CFM Talks To: Eric Beinhocker
    • Quarterly Market Recap - Q3 2020
    • Bond equity correlations: are the times a-changin’?
    • The Next Level of Alt Data
    • Harnessing ESG to drive performance
    • Capital Fund Management launches Institutional Systematic Trends Equity Capped UCITS Programme
    • Capital Fund Management launches Systematic Global Macro Program
    • CFM Talks To: Jack Inglis
    • Quarterly Market Recap - Q4 2020
    • A systematic approach to global macro
    • In Challenging Markets, Systematic Global Macro Strategies Could Hold Opportunity
    • Inflation's Potential Big Flip
    • Why and how systematic strategies decay
    • Is Factor Momentum More than Stock Momentum?
    • Finding ESG Trends through Quant
    • CFM Talks To: Rado Lipus
    • Systematic Global Macro Strategies are a Timely Diversifier
    • Marie Legendre named among 50 Leading Women in Hedge Funds 2021
    • Inflationary Regimes and Asset Class Performance
    • Creating Models That Will Shape the Now and Future of Investing
    • CFM Talks To: Olivier Blanchard
    • The Hedge Fund Journal profiles CFM's Managed Futures Strategy
    • What are 'systematic global macro' strategies? And why they should be considered
    • Laurent Laloux speaks to Hedgeweek about the role of technology and alternative data
    • Inflationary Regimes and Asset Class Performance - Part 2: Convexity of Trend Following
    • A good time for Trend Following … but, then again, it's always been!
    • CFM Talks To: Megan Greene
    • CFM's views on Shorts and Derivatives
    • A Strategy for All Seasons (including Inflation)
    • A Good Time for Trend Following
    • Using the Yield Curve to Forecast Recessions ... do you feel lucky?
    • CFM hires Chief Technology Officer
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