Search Results for author: Etienne Pienaar

Found 3 papers, 3 papers with code

The Epps effect under alternative sampling schemes

1 code implementation23 Nov 2020 Patrick Chang, Etienne Pienaar, Tim Gebbie

Concretely, we find that the Epps effect is present under all three definitions of time and that correlations emerge faster under trade time compared to calendar time, whereas correlations emerge linearly under volume time.

Decision Making

Using the Epps effect to detect discrete processes

2 code implementations21 May 2020 Patrick Chang, Etienne Pienaar, Tim Gebbie

The Epps effect is key phenomenology relating to high frequency correlation dynamics in financial markets.

Point Processes

Malliavin-Mancino estimators implemented with non-uniform fast Fourier transforms

2 code implementations5 Mar 2020 Patrick Chang, Etienne Pienaar, Tim Gebbie

We implement and test kernel averaging Non-Uniform Fast Fourier Transform (NUFFT) methods to enhance the performance of correlation and covariance estimation on asynchronously sampled event-data using the Malliavin-Mancino Fourier estimator.

Benchmarking

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