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Lancaster University: N/A, GB

Employment
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Lancaster University - Pure

Works (44)

Automatic Locally Stationary Time Series Forecasting with application to predicting U.K. Gross Value Added Time Series under sudden shocks caused by the COVID pandemic

2023-03-14 | Working paper | Author
SOURCE-WORK-ID:

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Contributors: Rebecca Claire Killick; Marina I. Knight; Guy P. Nason; Matthew Alan Nunes; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Innovative and Additive Outlier Robust Kalman Filtering with a Robust Particle Filter

IEEE Transactions on Signal Processing
2022-01-31 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85118598776

Contributors: Alex Fisch; Idris Arthur Eckley; Paul Fearnhead
Source: check_circle
Lancaster University - Pure

Subset Multivariate Collective And Point Anomaly Detection

Journal of Computational and Graphical Statistics
2021-11-19 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85119530103

Contributors: Alex Fisch; Idris Arthur Eckley; Paul Fearnhead
Source: check_circle
Lancaster University - Pure

A computationally efficient, high-dimensional multiple changepoint procedure with application to global terrorism incidence

Journal of the Royal Statistical Society: Series A Statistics in Society
2021-10-31 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85111777860

Contributors: S. O. Tickle; Idris Arthur Eckley; Paul Fearnhead
Source: check_circle
Lancaster University - Pure

A wavelet-based approach for imputation in nonstationary multivariate time series

Statistics and Computing
2021-02-17 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85100978708

Contributors: Rebecca Wilson; Idris Arthur Eckley; Matthew Nunes; Timothy Alexander Park
Source: check_circle
Lancaster University - Pure

BayesProject

Statistics and Computing
2020-11-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85088814307

Contributors: Georg Hahn; Paul Fearnhead; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

A novel change point approach for the detection of gas emission sources using remotely contained concentration data

Annals of Applied Statistics
2020-10-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85091102603

Contributors: Idris Arthur Eckley; Claudia Kirch; Silke Weber
Source: check_circle
Lancaster University - Pure

The Local Partial Autocorrelation Function and some Applications

Electronic Journal of Statistics
2020-09-10 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85092523804

Contributors: Rebecca Claire Killick; Marina Knight; Guy P. Nason; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Parallelization of a Common Changepoint Detection Method

Journal of Computational and Graphical Statistics
2020-04-01 | Journal article | Author
SOURCE-WORK-ID:

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WOSUID:

000485463700001

EID:

2-s2.0-85072040110

Contributors: Sam Tickle; Idris Arthur Eckley; Paul Fearnhead; Kaylea Haynes
Source: check_circle
Lancaster University - Pure

A nonparametric approach to detecting changes in variance in locally stationary time series

Environmetrics
2020-02-01 | Journal article | Author
SOURCE-WORK-ID:

5451c2c5-6253-4091-a2b5-47bece025682

EID:

2-s2.0-85067498716

Contributors: Jamie-Leigh Chapman; Idris Arthur Eckley; Rebecca Claire Killick
Source: check_circle
Lancaster University - Pure

Multivariate Locally Stationary Wavelet Analysis with the mvLSW R Package

Journal of Statistical Software
2019-08-09 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85073375786

Contributors: Simon Allen Charles Taylor; Timothy Alexander Park; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Dynamic detection of anomalous regions within distributed acoustic sensing data streams using locally stationary wavelet time series

Data Mining and Knowledge Discovery
2019-05-15 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85061910936

WOSUID:

000467634900009

Contributors: R.E. Wilson; Idris Arthur Eckley; Matthew Alan Nunes; T. Park
Source: check_circle
Lancaster University - Pure

Minimum spectral connectivity projection pursuit

Statistics and Computing
2019-03-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85046445428

Contributors: David Hofmeyr; Nicos G. Pavlidis; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Subspace Clustering of Very Sparse High-Dimensional Data

2018 IEEE International Conference on Big Data (Big Data)
2019-01-24 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85062598913

Part of ISBN: 9781538650356
Contributors: Hankui Peng; Nicos G. Pavlidis; Idris Arthur Eckley; Ioannis Tsalamanis
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Lancaster University - Pure

Most recent changepoint detection in Panel data

Technometrics
2019-01-02 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85048794350

Contributors: Lawrence Bardwell; Paul Fearnhead; Idris Arthur Eckley; Simon Smith; Martin Spott
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Lancaster University - Pure

Dynamic Classification using Multivariate Locally Stationary Wavelet Processes

Signal Processing
2018-11 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85047747685

Contributors: Timothy Park; Idris Arthur Eckley; Hernando C. Ombao
Source: check_circle
Lancaster University - Pure

Dynamic stochastic block models

Statistics and Computing
2018-11 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85032971018

Contributors: Matthew Ludkin; Peter Neal; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

A test for the absence of aliasing or white noise in locally stationary wavelet time series

Biometrika
2018-09-24 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85058897048

Contributors: Idris Arthur Eckley; Guy P. Nason
Source: check_circle
Lancaster University - Pure

A linear time method for the detection of point and collective anomalies

arXiv
2018-06-07 | Journal article | Author
SOURCE-WORK-ID:

536b330d-6ce4-4e99-8318-fed08bb14376

EID:

2-s2.0-85093131467

Contributors: Alexander Tristan Maximilian Fisch; Idris Arthur Eckley; Paul Fearnhead
Source: check_circle
Lancaster University - Pure

A linear time method for the detection of point and collective anomalies

2018-06-05 | Working paper | Author
SOURCE-WORK-ID:

5c2909c6-4f48-493f-b4c9-851249da092f

Contributors: Alex Fisch; Idris Arthur Eckley; Paul Fearnhead
Source: check_circle
Lancaster University - Pure

A computationally efficient nonparametric approach for changepoint detection

Statistics and Computing
2017-09 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84979966334

Contributors: Kaylea Haynes; Paul Fearnhead; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Multivariate locally stationary 2D wavelet processes with application to colour texture analysis

Statistics and Computing
2017-07 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84976501566

Contributors: Sarah Taylor; Idris Arthur Eckley; Matthew Alan Nunes
Source: check_circle
Lancaster University - Pure

Computationally efficient changepoint detection for a range of penalties

Journal of Computational and Graphical Statistics
2017-02 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85013040450

Contributors: Kaylea Haynes; Idris Arthur Eckley; Paul Fearnhead
Source: check_circle
Lancaster University - Pure

Divisive clustering of high dimensional data streams

Statistics and Computing
2016-09 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84938520834

Contributors: David Hofmeyr; Nicos G. Pavlidis; Idris Arthur Eckley
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Lancaster University - Pure

Estimating the population local wavelet spectrum with application to non-stationary functional magnetic resonance imaging time series

Statistics in Medicine
2015-12-20 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84946484457

Contributors: Aimee Gott; Idris Arthur Eckley; John Aston
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Lancaster University - Pure

The uncertainty of storm season changes

Technometrics
2015-07-13 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84942902243

Contributors: Christopher Nam; John Aston; Idris Arthur Eckley; Rebecca Claire Killick
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Lancaster University - Pure

A test of stationarity for textured images

Technometrics
2014 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84904976586

Contributors: Sarah Taylor; Idris Arthur Eckley; Matthew Alan Nunes
Source: check_circle
Lancaster University - Pure

changepoint

Journal of Statistical Software
2014 | Journal article | Author
SOURCE-WORK-ID:

1ba5cf33-2be2-4047-af05-82b286a5b3fa

Contributors: Rebecca Claire Killick; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Spectral correction for locally stationary Shannon wavelet processes

Electronic Journal of Statistics
2014 | Journal article | Author
SOURCE-WORK-ID:

98b2ed17-5860-42ae-a69d-7612c9a554d1

EID:

2-s2.0-84897880482

Contributors: Idris Arthur Eckley; Guy P. Nason
Source: check_circle
Lancaster University - Pure

Estimating time-evolving partial coherence between signals via multivariate locally stationary wavelet processes

IEEE Transactions on Signal Processing
2014-10-15 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84943374195

Contributors: Timothy Alexander Park; Idris Arthur Eckley; Hernando Ombao
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Lancaster University - Pure

A multiscale test of spatial stationarity for textured images in R

The R Journal
2014-06 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84905502012

Contributors: Matthew Alan Nunes; Sarah Taylor; Idris Arthur Eckley
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Lancaster University - Pure

Proposal of the vote of thanks for the paper by Frick, Munk and Sieling

Journal of the Royal Statistical Society: Series B (Statistical Methodology)
2014-06 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84899999307

Contributors: Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Classification of non‐stationary time series

Stat
2014-05-18 | Journal article | Author
SOURCE-WORK-ID:

7a5f7a53-5fb6-4b44-97f4-a1ed1dbeec3e

EID:

2-s2.0-84942311364

Contributors: Karolina Krzemieniewska; Idris Arthur Eckley; Paul Fearnhead
Source: check_circle
Lancaster University - Pure

A wavelet-based approach for detecting changes in second order structure within nonstationary time series

Electronic Journal of Statistics
2013 | Journal article | Author
SOURCE-WORK-ID:

a64d9603-7b73-4087-b388-75715de5f68f

EID:

2-s2.0-84884925058

Contributors: Rebecca Claire Killick; Idris Arthur Eckley; Philip Jonathan
Source: check_circle
Lancaster University - Pure

The effect of recovery algorithms on compressive sensing background subtraction

Sensor Data Fusion
2013-10 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84893527774

Part of ISBN: 9781479907779
Contributors: Rhian Davies; Lyudmila Mihaylova; Nicos G. Pavlidis; Idris Arthur Eckley
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Lancaster University - Pure

A note on the effect of wavelet choice on the estimation of the evolutionary wavelet spectrum

Communications in Statistics – Simulation and Computation
2013-02 | Journal article | Author
SOURCE-WORK-ID:

f6778336-c11d-4349-bfa7-4b3587a37d71

EID:

2-s2.0-84870931391

Contributors: Aimee Gott; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Optimal detection of changepoints with a linear computational cost

Journal of the American Statistical Association
2012-10-17 | Journal article | Author
SOURCE-WORK-ID:

6520cde5-6f10-4f4d-9df7-ce99c5408b3e

EID:

2-s2.0-84871961490

Contributors: Rebecca Claire Killick; Paul Fearnhead; Idris Arthur Eckley
Source: check_circle
Lancaster University - Pure

Efficient detection of multiple changepoints within an oceanographic time series

Proceedings of the 58th Session of ISI
2011 | Conference paper | Author
SOURCE-WORK-ID:

87778eb0-d7e5-4b67-97b9-2df18de5120c

Contributors: Rebecca Claire Killick; Idris Arthur Eckley; Philip Jonathan
Source: check_circle
Lancaster University - Pure

Analysis of changepoint models.

Bayesian time-series models
2011-08 | Book chapter | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84923432370

Part of ISBN: 9780521196765
Contributors: Idris Arthur Eckley; Paul Fearnhead; Rebecca Claire Killick
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Lancaster University - Pure

LS2W: implementing the locally stationary 2D wavelet process approach in R.

Journal of Statistical Software
2011-07 | Journal article | Author
SOURCE-WORK-ID:

5b10c7dd-8521-418e-9cc9-7ae3638689ba

EID:

2-s2.0-80051494789

Contributors: Idris Arthur Eckley; Guy P. Nason
Source: check_circle
Lancaster University - Pure

Detection of changes in the characteristics of oceanographic time-series using changepoint analysis.

Ocean Engineering
2010-09 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-77955557073

Contributors: Rebecca Claire Killick; Idris Arthur Eckley; Philip Jonathan; Kevin Ewans
Source: check_circle
Lancaster University - Pure

Locally stationary wavelet fields with application to the modelling and analysis of image texture.

Journal of the Royal Statistical Society: Series C (Applied Statistics)
2010-08 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-77955077229

Contributors: Idris Arthur Eckley; Guy P. Nason; Robert L. Treloar
Source: check_circle
Lancaster University - Pure

Efficient computation of the discrete autocorrelation wavelet inner product matrix.

Statistics and Computing
2005-04-19 | Journal article | Author
SOURCE-WORK-ID:

528685bd-3946-4fb2-9a55-fe2ebfdedd60

EID:

2-s2.0-17444369047

Contributors: Idris Arthur Eckley; Guy P. Nason
Source: check_circle
Lancaster University - Pure

Dynamic Classification using Multivariate Locally Stationary Wavelet Processes

Signal Processing
Journal article
Source: Self-asserted source
Idris Arthur Eckley