Multiscale change point inference

changepoint: AnRPackage for Changepoint Analysis

(2015) Rebecca Killick et al.   Journal of Statistical Software

Idealizing Ion Channel Recordings by a Jump Segmentation Multiresolution Filter

(2014) Thomas Hotz et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Confidence sets in sparse regression

(2013) Richard Nickl et al.   ANNALS OF STATISTICS

Multiscale methods for shape constraints in deconvolution: Confidence statements for qualitative features

(2013) Johannes Schmidt-Hieber et al.   ANNALS OF STATISTICS

Testing for multiple change points

(2013) Jaromír Antoch et al.   COMPUTATIONAL STATISTICS

Optimal detection of a jump in the intensity of a Poisson process or in a density with likelihood ratio statistics

(2013) Camilo Rivera et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Change-Points: From Sequential Detection to Biology and Back

(2013) David Siegmund   Sequential Analysis-Design Methods and Applications

Change point analysis of matrix dependent photoluminescence intermittency of single CdSe/ZnS quantum dots with intermediate intensity levels

(2012) Robert Schmidt et al.   CHEMICAL PHYSICS

Change-Point Detection for High-Dimensional Time Series With Missing Data

(2012) Yao Xie et al.   IEEE Journal of Selected Topics in Signal Processing

Statistical Multiresolution Estimation for Variational Imaging: With an Application in Poisson-Biophotonics

(2012) Klaus Frick et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

Optimal Detection of Changepoints With a Linear Computational Cost

(2012) R. Killick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Changepoints in times series of counts

(2012) Jürgen Franke et al.   JOURNAL OF TIME SERIES ANALYSIS

Testing for parameter stability in nonlinear autoregressive models

(2012) Claudia Kirch et al.   JOURNAL OF TIME SERIES ANALYSIS

Field-driven photoemission from nanostructures quenches the quiver motion

(2012) G. Herink et al.   NATURE

Sparse Estimation by Exponential Weighting

(2012) Philippe Rigollet et al.   STATISTICAL SCIENCE

Honest adaptive confidence bands and self-similar functions

(2012) Adam D. Bull   Electronic Journal of Statistics

Statistical multiresolution Dantzig estimation in imaging: Fundamental concepts and algorithmic framework

(2012) Klaus Frick et al.   Electronic Journal of Statistics

Feature Extraction for Change-Point Detection Using Stationary Subspace Analysis

(2012) D. A. J. Blythe et al.   IEEE Transactions on Neural Networks and Learning Systems

On adaptive inference and confidence bands

(2011) Marc Hoffmann et al.   ANNALS OF STATISTICS

False discovery rate for scanning statistics

(2011) D. O. Siegmund et al.   BIOMETRIKA

Multiple Change-Point Estimation With a Total Variation Penalty

(2011) Z. Harchaoui et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Exact posterior distributions and model selection criteria for multiple change-point detection problems

(2011) G. Rigaill et al.   STATISTICS AND COMPUTING

On combinatorial testing problems

(2010) Louigi Addario-Berry et al.   ANNALS OF STATISTICS

Optimal and fast detection of spatial clusters with scan statistics

(2010) Guenther Walther   ANNALS OF STATISTICS

Nonparametric regression in exponential families

(2010) Lawrence D. Brown et al.   ANNALS OF STATISTICS

Confidence bands in density estimation

(2010) Evarist Giné et al.   ANNALS OF STATISTICS

Detection of an anomalous cluster in a network

(2010) Ery Arias-Castro et al.   ANNALS OF STATISTICS

Efficient change point detection for genomic sequences of continuous measurements

(2010) Vito M. R. Muggeo et al.   BIOINFORMATICS

Recursive computation of piecewise constant volatilities

(2010) Laurie Davies et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Optimal Sparse Segment Identification With Application in Copy Number Variation Analysis

(2010) X. Jessie Jeng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Tip-Enhanced Strong-Field Photoemission

(2010) R. Bormann et al.   PHYSICAL REVIEW LETTERS

Detection and localization of change-points in high-dimensional network traffic data

(2009) Céline Lévy-Leduc et al.   Annals of Applied Statistics

Nonparametric regression, confidence regions and regularization

(2009) P. L. Davies et al.   ANNALS OF STATISTICS

On asymptotically optimal tests under loss of identifiability in semiparametric models

(2009) Rui Song et al.   ANNALS OF STATISTICS

Consistencies and rates of convergence of jump-penalized least squares estimators

(2009) Leif Boysen et al.   ANNALS OF STATISTICS

Multiscale local change point detection with applications to value-at-risk

(2009) Vladimir Spokoiny   ANNALS OF STATISTICS

Lasso-type recovery of sparse representations for high-dimensional data

(2009) Nicolai Meinshausen et al.   ANNALS OF STATISTICS

A generalized Dantzig selector with shrinkage tuning

(2009) G. M. James et al.   BIOMETRIKA

Bayesian Analysis of Isochores

(2009) Paul Fearnhead et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Classification of sparse high-dimensional vectors

(2009) Y. I. Ingster et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Impossibility of successful classification when useful features are rare and weak

(2009) J. Jin   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Jump estimation in inverse regression

(2009) Leif Boysen et al.   Electronic Journal of Statistics

Extensions of smoothing via taut strings

(2009) Lutz Dümbgen et al.   Electronic Journal of Statistics

Trimming and likelihood: Robust location and dispersion estimation in the elliptical model

(2008) Juan A. Cuesta-Albertos et al.   ANNALS OF STATISTICS

Multiscale inference about a density

(2008) Lutz Dümbgen et al.   ANNALS OF STATISTICS

A fast Bayesian change point analysis for the segmentation of microarray data

(2008) C. Erdman et al.   BIOINFORMATICS

Fast Solution of $\ell _{1}$-Norm Minimization Problems When the Solution May Be Sparse

(2008) David L. Donoho et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Complexity Penalized M-Estimation

(2008) F Friedrich et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Complexity penalized least squares estimators: Analytical results

(2008) O. Wittich et al.   MATHEMATISCHE NACHRICHTEN

On-line detection of a part of a sequence with unspecified distribution

(2008) Wojciech Sarnowski et al.   STATISTICS & PROBABILITY LETTERS