Fryzlewicz, Piotr

Professor Piotr Fryzlewicz  

Department

Position held

Professor of Statistics

 

Experience keywords:

Multiscale modelling and estimation; data visualisation; high-dimensional statistical inference and dimension reduction; statistical learning; statistics in finance, the social sciences and neuroscience; time series (especially nonstationary time series)

Research summary > [Click to expand]

My research interests lie in multiscale modelling and estimation, time series (especially nonstationary time series), high-dimensional statistical inference and dimension reduction, statistical learning, data visualisation, statistics in finance, the social sciences and neuroscience. I am a regular statistical consultant and an associate member of the Oxford-Man Institute of Quantitative Finance.

Sectors and industries to which research relates:

Financial Services

Languages:

Chinese (Mandarin) [Spoken: Intermediate, Written: Basic]; French [Spoken: Intermediate, Written: Intermediate]; Polish [Spoken: Fluent, Written: Fluent]; Spanish [Spoken: Intermediate, Written: Intermediate]

Contact Points

LSE phone number:

+44 (0)20 7955 7953

LSE email:

fryzlewi@lse.ac.uk

Publications

2016

Blaser, Rico and Fryzlewicz, Piotr (2016) Random rotation ensembles Journal of Machine Learning Research, 17 (4). 1-26. ISSN 1532-4435

Fryzlewicz, Piotr and Timmermans, Catherine (2016) SHAH: SHape-Adaptive Haar wavelets for image processing Journal of Computational and Graphical Statistics, 25 (3). 879-898. ISSN 1061-8600

Korkas, Karolos K. and Fryzlewicz, Piotr (2016) Multiple change-point detection for non-stationary time series using wild binary segmentation Statistica Sinica. ISSN 1017-0405

2015

Valenzuela, Marcela and Zer, Ilknur and Fryzlewicz, Piotr and Rheinlander, Thorsten (2015) Relative liquidity and future volatility Journal of Financial Markets, 24. 25-48. ISSN 1386-4181

2014

Fryzlewicz, Piotr (2014) Wild binary segmentation for multiple change-point detection The Annals of Statistics, 42 (6). 2243-2281. ISSN 0090-5364

Fryzlewicz, Piotr and Cho, Haeran (2014) Multiple change-point detection for high-dimensional time series via sparsified binary segmentation Journal of the Royal Statistical Society: Series B, 77 (2). 475-507. ISSN 1467-9868

Fryzlewicz, Piotr and Subba Rao, Suhasini (2014) Multiple-change-point detection for auto-regressive conditional heteroscedastic processes Journal of the Royal Statistical Society: Series B (Statistical Methodology), 76 (5). 903-924. ISSN 1369-7412

2013

Schroeder, Anna Louise and Fryzlewicz, Piotr (2013) Adaptive trend estimation in financial time series via multiscale change-point-induced basis recovery Statistics and Its Interface, 6 (4). 449-461. ISSN 1938-7997

Cho, Haeran and Fryzlewicz, Piotr (2013) Errata on 'Multiscale and multilevel technique for consistent segmentation of nonstationary time series', Statistica Sinica (2012), vol. 22, no. 1, pp. 207-229 Statistical Science, 23 (4). 1793. ISSN 0883-4237

Fryzlewicz, P. (2013) High-dimensional volatility matrix estimation via wavelets and thresholding Biometrika, 100 (4). 921-938. ISSN 0006-3444

2012

Fryzlewicz, Piotr (2012) Rejoinder: time-threshold maps: using information from wavelet reconstructions with all threshold values simultaneously Journal of the Korean Statistical Society, 41 (2). 173-175. ISSN 1226-3192

Cho, Haeran and Fryzlewicz, Piotr (2012) Multiscale and multilevel technique for consistent segmentation of nonstationary time series Statistica Sinica, 22 (1). 207-229. ISSN 1017-0405

Fryzlewicz, Piotr (2012) Time–Threshold Maps: Using information from wavelet reconstructions with all threshold values simultaneously Journal of the Korean Statistical Society, 41 (2). 145-159. ISSN 1226-3192

Cho, Haeran and Fryzlewicz, Piotr (2012) High dimensional variable selection via tilting Journal of the Royal Statistical Society: Series B (Statistical Methodology), 74 (3). 593-622. ISSN 1369-7412

2011

Cho, Haeran and Fryzlewicz, Piotr (2011) Multiscale interpretation of taut string estimation and its connection to Unbalanced Haar wavelets Statistics and Computing, 21. 671-681. ISSN 0960-3174

Fryzlewicz, Piotr and Subba Rao, Suhasini (2011) Mixing properties of ARCH and time-varying ARCH processes Bernoulli, 17 (1). 320-346. ISSN 1350-7265

Fryzlewicz, Piotr and Oh, H. S. (2011) Thick pen transformation for time series Journal of the Royal Statistical Society, Series B, 73 (4). 499-529. ISSN 1369-7412

Christodoulaki, Olga and Cho, Haeran and Fryzlewicz, Piotr (2011) A reflection of history: fluctuations in Greek sovereign risk between 1914 and 1929 GreeSE, 50. Hellenic Observatory, London, UK.

2010

Fryzlewicz, Piotr and Oh, Hee-Seok (2010) On the thick-pen transformation for time series Oberwolfach Reports, 7 (1). 179-216. ISSN 1660-8933

Sanderson, Jean and Fryzlewicz, Piotr and Jones, M. W. (2010) Estimating linear dependence between nonstationary time series using the locally stationary wavelet model Biometrika, 97 (2). 435-446. ISSN 0006-3444

Antoniadis, Anestis and Fryzlewicz, Piotr and Letué, Frédérique (2010) The Dantzig selector in Cox's proportional hazards model Scandinavian Journal of Statistics, 37 (4). 531-552. ISSN 0303-6898

Fryzlewicz, Piotr (2010) Wavelet methods Wiley Interdisciplinary Reviews: Computational Statistics, 2 (6). 654-667. ISSN 1939-5108

2009

Fryzlewicz, Piotr and Ombao, Hernando (2009) Consistent classification of non-stationary time series using stochastic wavelet representations Journal of the American Statistical Association, 104 (485). 299-312. ISSN 0162-1459

2008

Cho, Haeran and Fryzlewicz, Piotr (2008) Multiscale breakpoint detection in piecewise stationary AR models. In: IASC2008, 5-8 December 2008, Yokohama, Japan

Fryzlewicz, Piotr and Nason, Guy P. and von Sachs, Rainer (2008) A wavelet-Fisz approach to spectrum estimation Journal of Time Series Analysis, 29 (5). 868-880. ISSN 0143-9782

Fryzlewicz, Piotr and Sapatinas, Theofanis and Subba Rao, Suhasini (2008) Normalized least-squares estimation in time-varying ARCH models Annals of Statistics, 36 (2). 742-786. ISSN 0090-5364

Fryzlewicz, Piotr (2008) Data-driven wavelet-Fisz methodology for nonparametric function estimation Electronic Journal of Statistics, 2. 863-896. ISSN 1935-7524

2007

Sanderson, Jean and Fryzlewicz, Piotr (2007) Locally stationary wavelet coherence with application to neuroscience. In: Proceedings of the 56th session of the International Statistical Institute, 22-29 August 2007, Lisbon, Portugal

Sanderson, Jean and Fryzlewicz, Piotr (2007) Locally stationary wavelet coherence with application to neuroscience In: Barber, S. and Baxter, P. D. and Mardia, K. V., (eds.) Systems Biology and Statistical Bioinformatics. Leeds University Press, Leeds, UK, 69-72.

Fryzlewicz, Piotr (2007) Bivariate hard thresholding in wavelet function estimation Statistica Sinica, 17 (4). 1457-1481. ISSN 1017-0405

Fryzlewicz, Piotr (2007) Unbalanced Haar technique for nonparametric function estimation Journal of the American Statistical Association, 102 (480). 1318-1327. ISSN 0162-1459

Fryzlewicz, Piotr and Delouille, V´eronique and Nason, Guy P. (2007) GOES-8 X-ray sensor variance stabilization using the multiscale data-driven Haar-Fisz transform Journal of the Royal Statistical Society: Series C, 56 (1). 99-116. ISSN 0035-9254

2006

Fryzlewicz, Piotr and Nason, Guy P. (2006) Haar-Fisz estimation of evolutionary wavelet spectra Journal of the Royal Statistical Society: Series B, 68 (4). 611-634. ISSN 1369-7412

Antoniadis, Anestis and Fryzlewicz, Piotr (2006) Parametric modelling of thresholds across scales in wavelet regression Biometrika, 93 (2). 465-471. ISSN 0006-3444

Fryzlewicz, Piotr and Delouille, V (2006) A data-driven HAAR-FISZ transform for multiscale variance stabilization In: Proceedings of the 13th IEEE/Sp Workshop on Statistical Signal Processing. IEEE, California, USA, 539-544. ISBN 0780394038

Motakis, E. S. and Nason, Guy P. and Fryzlewicz, Piotr and Rutter, G. A (2006) Variance stabilization and normalization for one-color microarray data using a data-driven multiscale approach Bioinformatics, 22 (20). 2547-2553. ISSN 1367-4803

Fryzlewicz, Piotr and Sapatinas, Theofanis and Subba Rao, Suhasini (2006) A Haar-Fisz technique for locally stationary volatility estimation Biometrika, 93 (3). 687-704. ISSN 0006-3444

2005

Fryzlewicz, Piotr (2005) Modelling and forecasting financial log-returns as locally stationary wavelet processes Journal of Applied Statistics, 32 (5). 503-528. ISSN 0266-4763

2004

Fryzlewicz, Piotr and Nason, Guy P. (2004) Smoothing the wavelet periodogram using the Haar-Fisz transform Technical report, 03:08. Department of Mathematics, University of Bristol, Bristol, UK.

Fryzlewicz, Piotr and Nason, Guy P. (2004) A Haar-Fisz algorithm for poisson intensity estimation Journal of Computational and Graphical Statistics, 13 (3). 621-638. ISSN 1061-8600

2003

Fryzlewicz, Piotr (2003) Wavelet techniques for time series and poisson data. phd thesis, University of Bristol

van Bellegem, Sébastien and Fryzlewicz, Piotr and von Sachs, Rainer (2003) A wavelet-based model for forecasting non-stationary processes In: Gazeau, J-P and Kerner, R and Antoine, J-P and Metens, S, (eds.) Group 24: Physical and Mathematical Aspects of Symmetries: Proceedings of the 24th International Colloquium on Group Theoretical. Institute of Physics conference series (173). Institute of Physics Publishing , Bristol, UK, 955-958. ISBN 9780750309334

Fryzlewicz, Piotr and van Bellegem, Sébastien and von Sachs, Rainer (2003) Forecasting non-stationary time series by wavelet process modelling Annals of the Institute of Statistical Mathematics, 55 (4). 737-764. ISSN 0020-3157

2000

Fryzlewicz, Piotr (2000) The application of linear programming to American option valuation in the jump-diffusion model other thesis, Wroclaw University of Technology

Expert Image

Personal website

Awards

2013 Guy Medal in Bronze; the Royal Statistical Society. 2007–2008 University Research Fellowship; University of Bristol. 2005–2007 Award to Newly Appointed Lecturers in Science, Engineering and Mathematics; Nuffield Foundation. 2000–2003 Overseas Research Student Award; Universities UK.

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