Unbalanced Haar Technique for Nonparametric Function Estimation

DOI10.1198/016214507000000860zbMath1333.62014OpenAlexW2064516526MaRDI QIDQ3632597

Piotr Fryzlewicz

Publication date: 12 June 2009

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://eprints.lse.ac.uk/25216/

zbMATH Keywords

waveletsCARTbinary segmentationmatching pursuitadaptive smootingpiecewise constant estimators

Mathematics Subject Classification ID

Nonparametric estimation (62G05)

Related Items (12)

Time-varying spectral matrix estimation via intrinsic wavelet regression for surfaces of Hermitian positive definite matrices ⋮ Cross-validated wavelet block thresholding for non-Gaussian errors ⋮ Multiscale interpretation of taut string estimation and its connection to unbalanced Haar wavelets ⋮ Time-threshold maps: using information from wavelet reconstructions with all threshold values simultaneously ⋮ Wild binary segmentation for multiple change-point detection ⋮ Tail-greedy bottom-up data decompositions and fast multiple change-point detection ⋮ Asymptotics for change-point models under varying degrees of mis-specification ⋮ Change detection using an iterative algorithm with guarantees ⋮ Uncertainty quantification for Bayesian CART ⋮ Multiscale change-point segmentation: beyond step functions ⋮ Multiscale Change Point Inference ⋮ A novel semi-distance for measuring dissimilarities of curves with sharp local patterns

Uses Software

• ftnonpar
• unbalhaar

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