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Tuesday, November 19, 2024

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Using Monte Carlo Simulations to estimate the rate of Mean Reversion !

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 Gaurav Singh, HFT Consultant at alphaticks.com (looking for full-time)

 Saturday, November 22, 2014

http://www.alphaticks.com/blog/?p=378 I chose Ornstein-Uhlenbeck Process to estimate it. What can be the other (better) ways to model it ?


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2 comments on article "Using Monte Carlo Simulations to estimate the rate of Mean Reversion !"

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 Asim Mahmood, Vice President at Nomura

 Monday, November 24, 2014



Hi Gaurav: to model mean-reverting dynamics in the contexts of pairs, these authors use a sort of generalization of an OU process, what they term as a 'tanh' model! Their findings are interesting:


http://www.personal.soton.ac.uk/ha1r08/index_files/FFM%20-%20Optimal%20Portfolio%20Selection%20in%20Nonlinear%20Arbitrage%20Spreads.pdf


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 Gaurav Singh, HFT Consultant at alphaticks.com (looking for full-time)

 Monday, November 24, 2014



Thanks for sharing Asim. Nice findings. Throws a lot of light.

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