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isPartOf:"Working paper / Department of Econometrics and Business Statistics, Monash University"
subject:"Time series analysis"
~person:"Ben Taieb, Souhaib"
~person:"Smith-Miles, Kate"
~person:"Zhang, Bo"
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Ben Taieb, Souhaib
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Zhang, Bo
Hyndman, Rob J.
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Working paper / Department of Econometrics and Business Statistics, Monash University
International journal of forecasting
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Zhang B, Chan JCC, Cross JL, June 2018, Stochastic volatility models with ARMA innovations: An application to G7 inflation forecasts paper
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Eigen-analysis for high-dimensional time series clustering
Zhang, Bo
;
Gao, Jiti
;
Pan, Guangming
;
Yang, Yanrong
-
2023
Persistent link: https://www.econbiz.de/10014452611
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2
Nonlinear mixed effects models for time series forecasting of smart meter demand
Roach, Cameron
;
Hyndman, Rob J.
;
Ben Taieb, Souhaib
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2020
Persistent link: https://www.econbiz.de/10012610883
Saved in:
3
Anomaly detection in high dimensional data
Talagala, Priyanga Dilini
;
Hyndman, Rob J.
; …
-
2019
Persistent link: https://www.econbiz.de/10012598856
Saved in:
4
A near unit root test for high-dimensional nonstationary time series
Zhang, Bo
;
Gao, Jiti
;
Pan, Guangming
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2019
Persistent link: https://www.econbiz.de/10012592727
Saved in:
5
Anomaly detection in streaming nonstationary temporal data
Talagala, Priyanga Dilini
;
Hyndman, Rob J.
; …
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2018
Persistent link: https://www.econbiz.de/10012583311
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6
On normalization and algorithm selection for unsupervised outlier detection
Kandanaarachchi, Sevvandi
;
Muñoz, Mario A
;
Hyndman, Rob J.
-
2018
Persistent link: https://www.econbiz.de/10012583553
Saved in:
7
Coherent probabilistic forecasts for hierarchical time series
Ben Taieb, Souhaib
;
Taylor, James W.
;
Hyndman, Rob J.
-
2017
Persistent link: https://www.econbiz.de/10011781966
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8
Visualising forecasting algorithm performance using time series instance spaces
Kang, Yanfei
;
Hyndman, Rob J.
;
Smith-Miles, Kate
-
2016
Persistent link: https://www.econbiz.de/10011781706
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9
CLT for largest eigenvalues and unit root tests for high-dimensional nonstationary time series
Zhang, Bo
;
Pan, Guangming
;
Gao, Jiti
-
2016
Persistent link: https://www.econbiz.de/10011781720
Saved in:
10
Probabilistic time series forecasting with boosted additive models : an application to smart meter data
Ben Taieb, Souhaib
;
Huser, Raphael
;
Hyndman, Rob J.
; …
-
2015
Persistent link: https://www.econbiz.de/10011781252
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