Michael Johannes

Photo of Michael Johannes

Professor

Finance and Economics

BS, Marquette, 1995; MA, University of Chicago, 2000; PhD, 2000

Year joined: 2000

E-mail: mj335@columbia.edu


Journal articles

"Particle Learning and Smoothing"
Statistical Science (2010)

Coauthor(s): Carlos Carvalho, Hedibert Lopes, Nicholas Polson

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"Understanding index option returns"
Review of Financial Studies (2009)

Coauthor(s): Mark Broadie, Mikhail Chernov

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"Model specification and risk premia: Evidence from futures options"
Journal of Finance (2007)

Coauthor(s): Mark Broadie, Mikhail Chernov

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"The Impact of Jumps in Equity Index Volatility and Returns"
Journal of Finance (2003)

Coauthor(s): Bjørn Eraker, Nicholas Polson

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Working papers

"Learning about Consumption Dynamics"
Working paper (2011)

Coauthor(s): Lars Lochstoer, Yiqun Mou

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"The Asset Pricing Implications of Priced Structural Parameter Uncertainty"
Working Paper (2011)


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"Sequential learning, predictive regressions, and optimal portfolio returns"
(2008)

Coauthor(s): Arthur Korteweg, Nicholas Polson

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"The Statistical and Economic Role of Jumps in Continuous-Time Interest Rate Models"
Working Paper (2004)


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"Sequential Parameter Estimation in Stochastic Volatility Jump-Diffusion Models"
(2003)

Coauthor(s): Nicholas Polson, Jonathan Stroud

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"Pricing Collateralized Swaps"
(2003)

Coauthor(s): M. Suresh Sundaresan

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"Nonlinear Filtering of Stochastic Differential Equations with Jumps"
(2002)

Coauthor(s): Nicholas Polson, Jonathan Stroud

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"MCMC Methods for Financial Econometrics"
(2002)

Coauthor(s): Nicholas Polson

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"Sequential Optimal Portfolio Performance: Market and Volatility Timing"
(2002)

Coauthor(s): Nicholas Polson, Jonathan Stroud

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"State Dependent Jump Models: How Do U.S. Equity Markets Jump?"
Working paper (1999)

Coauthor(s): Rohit Kumar, Nicholas Polson

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Chapters

"Particle Learning for Sequential Bayesian Computation"
Bayesian Statistics 9 (2011)

Coauthor(s): Carlos Carvalho, Hedibert Lopes, Nicholas Polson

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"Bayesian computation in finance"
Frontiers of Statistical Decision Making and Bayesian Analysis (2010)

Coauthor(s): Robert McColluch, Satadru Hore, Nicholas Polson, Hedibert Lopes

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