wavethresh: Wavelets statistics and transforms , Performs 1, 2 and 3D real and complex-valued wavelet transforms, nondecimated transforms, wavelet packet transforms, nondecimated wavelet packet transforms, multiple wavelet transforms, complex-valued wavelet transforms, wavelet shrinkage for various kinds of data, locally stationary wavelet time series, nonstationary multiscale transfer function modeling, density estimation. (Source: http://cran.r-project.org/web/packages)

References in zbMATH (referenced in 105 articles )

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  1. Afshari, Mahmoud: Nonlinear wavelet shrinkage estimator of nonparametric regularity regression function via cross-validation with simulation study (2017)
  2. Álvarez-Liébana, J.; Bosq, D.; Ruiz-Medina, M.D.: Asymptotic properties of a component-wise ARH(1) plug-in predictor (2017)
  3. Cardinali, Alessandro; Nason, Guy P.: Locally stationary wavelet packet processes: basis selection and model fitting (2017)
  4. Zhou, Xing-cai; Xu, Ying-zhi; Lin, Jin-guan: Wavelet estimation in varying coefficient models for censored dependent data (2017)
  5. Chau, Joris; von Sachs, Rainer: Functional mixed effects wavelet estimation for spectra of replicated time series (2016)
  6. Dubossarsky, E.; Friedman, J.H.; Ormerod, J.T.; Wand, M.P.: Wavelet-based gradient boosting (2016)
  7. Efromovich, Sam: Minimax theory of nonparametric hazard rate estimation: efficiency and adaptation (2016)
  8. Autin, Florent; Claeskens, Gerda; Freyermuth, Jean-Marc: Asymptotic performance of projection estimators in standard and hyperbolic wavelet bases (2015)
  9. Decowski, Jonathan; Li, Linyuan: Wavelet-based tests for comparing two time series with unequal lengths (2015)
  10. Marcotte, Denis; Gloaguen, Erwan: Exact conditioning of Gaussian fields on wavelet coefficients (2015)
  11. Porto, Rogério F.; Molina, Oscar E.; Salcedo, Gladys E.: A tv-IVAR model for multivariate irregular time series (2015)
  12. Reiss, Philip T.; Huo, Lan; Zhao, Yihong; Kelly, Clare; Ogden, R.Todd: Wavelet-domain regression and predictive inference in psychiatric neuroimaging (2015)
  13. Cardinali, Alessandro: Local covariance estimation using costationarity (2014)
  14. Bull, Adam D.: Spatially-adaptive sensing in nonparametric regression (2013)
  15. Burr, Tom; Longo, Claire: Signal estimation using wavelet analysis of solution monitoring data for nuclear safeguards (2013)
  16. Jiang, Wenhua; Zhang, Cun-Hui: A nonparametric empirical Bayes approach to adaptive minimax estimation (2013)
  17. Killick, R.; Eckley, I.A.; Jonathan, P.: A wavelet-based approach for detecting changes in second order structure within nonstationary time series (2013)
  18. Shirazi, E.; Doosti, H.; Niroumand, H.A.; Hosseinioun, N.: Nonparametric regression estimates with censored data based on block thresholding method (2013)
  19. Altaher, Alsaidi M.; Ismail, Mohd Tahir: Local polynomial wavelet regression with missing at random (2012)
  20. Bakar, M.A.A.; Green, D.A.; Metcalfe, A.V.: Comparison of spectral and wavelet estimators of transfer function for linear systems. (2012)

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