ftnonpar: Features and Strings for Nonparametric Regression. The package contains R-functions to perform the methods in nonparametric regression and density estimation, described in Davies, P. L. and Kovac, A. (2001) Local Extremes, Runs, Strings and Multiresolution (with discussion) Annals of Statistics. 29. p1-65 Davies, P. L. and Kovac, A. (2004) Densities, Spectral Densities and Modality Annals of Statistics. Annals of Statistics. 32. p1093-1136 Kovac, A. (2006) Smooth functions and local extreme values. Computational Statistics and Data Analysis (to appear) D”umbgen, L. and Kovac, A. (2006) Extensions of smoothing via taut strings Davies, P. L. (1995) Data features. Statistica Neerlandica 49,185-245.

References in zbMATH (referenced in 67 articles , 2 standard articles )

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  1. Li, Housen; Guo, Qinghai; Munk, Axel: Multiscale change-point segmentation: beyond step functions (2019)
  2. Bauer, Ulrich; Munk, Axel; Sieling, Hannes; Wardetzky, Max: Persistence barcodes versus Kolmogorov signatures: detecting modes of one-dimensional signals (2017)
  3. Huckemann, Stephan; Kim, Kwang-Rae; Munk, Axel; Rehfeldt, Florian; Sommerfeld, Max; Weickert, Joachim; Wollnik, Carina: The circular SiZer, inferred persistence of shape parameters and application to early stem cell differentiation (2016)
  4. Li, Housen; Munk, Axel; Sieling, Hannes: FDR-control in multiscale change-point segmentation (2016)
  5. Royset, Johannes O.; Wets, Roger J.-B.: Fusion of hard and soft information in nonparametric density estimation (2015)
  6. Frick, Klaus; Munk, Axel; Sieling, Hannes: Multiscale change point inference. With discussion and authors’ reply (2014)
  7. Fryzlewicz, Piotr: Wild binary segmentation for multiple change-point detection (2014)
  8. Yao, Weixin; Li, Longhai: A new regression model: modal linear regression (2014)
  9. Burger, Martin; Franek, Marzena; Schönlieb, Carola-Bibiane: Regularized regression and density estimation based on optimal transport (2012)
  10. Chandler, Gabriel; Polonik, Wolfgang: Mode identification of volatility in time-varying autoregression (2012)
  11. Davies, Laurie; Höhenrieder, Christian; Krämer, Walter: Recursive computation of piecewise constant volatilities (2012)
  12. Frick, Klaus; Marnitz, Philipp; Munk, Axel: Statistical multiresolution Dantzig estimation in imaging: fundamental concepts and algorithmic framework (2012)
  13. Frick, Klaus; Marnitz, Philipp; Munk, Axel: Shape-constrained regularization by statistical multiresolution for inverse problems: asymptotic analysis (2012)
  14. Fryzlewicz, Piotr: Rejoinder: Time-threshold maps: using information from wavelet reconstructions with all threshold values simultaneously (2012)
  15. Hotz, Thomas; Marnitz, Philipp; Stichtenoth, Rahel; Davies, Laurie; Kabluchko, Zakhar; Munk, Axel: Locally adaptive image denoising by a statistical multiresolution criterion (2012)
  16. Kalina, Jan: Implicitly weighted methods in robust image analysis (2012)
  17. Anevski, Dragi; Soulier, Philippe: Monotone spectral density estimation (2011)
  18. Cho, Haeran; Fryzlewicz, Piotr: Multiscale interpretation of taut string estimation and its connection to unbalanced Haar wavelets (2011)
  19. Chopra, Aditya; Lian, Heng: Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images (2010)
  20. Rozenholc, Yves; Mildenberger, Thoralf; Gather, Ursula: Combining regular and irregular histograms by penalized likelihood (2010)

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