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Research interests
- high-dimensional variable selection,
- multi-zoom autoregressive time series,
- applications of functional analysis in statistics.
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Publications
- Narrowest-Over-Threshold Detection of Multiple Change-points and Change-point-like Features. R. Baranowski, Y. Chen and P. Fryzlewicz (2016). In submission.
- Ranking-Based Variable Selection for high-dimensional data. R. Baranowski and P. Fryzlewicz (2016). In submission.
- Supplement to "Ranking-Based Variable Selection for high-dimensional data". R. Baranowski and P. Fryzlewicz (2016).
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Curriculum vitae
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Software
- R. Baranowski, Y. Chen and P. Fryzlewicz (2016). not: Narrowest-Over-Threshold Change-Point Detection. R package version 1.0. (available on CRAN)
- R. Baranowski (2015). rbvs: Ranking-Based Variable Selection. R package version 1.0.2. (available on CRAN)
- R. Baranowski and P. Fryzlewicz (2014). wbs: Wild Binary Segmentation for Multiple Change-point Detection. R package version 1.3. (available on CRAN)