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subject:"Time series analysis"
~isPartOf:"Working paper / Department of Econometrics and Business Statistics, Monash University"
~isPartOf:"Econometric reviews"
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Time series analysis
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ECONIS (ZBW)
209
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1
Forecast reconciliation : a review
Athanasopoulos, George
;
Hyndman, Rob J.
;
Kouretzes, Nikolaos
-
2023
Persistent link: https://www.econbiz.de/10014451345
Saved in:
2
Forecasting levels in loglinear unit root models
VanGarderen, Kees Jan
- In:
Econometric reviews
42
(
2023
)
9/10
,
pp. 780-805
Persistent link: https://www.econbiz.de/10014420346
Saved in:
3
Cross-temporal probabilistic forecast reconciliation
Girolimetto, Daniele
;
Athanasopoulos, George
;
Di Fonzo, …
-
2023
Persistent link: https://www.econbiz.de/10014316407
Saved in:
4
Eigen-analysis for high-dimensional time series clustering
Zhang, Bo
;
Gao, Jiti
;
Pan, Guangming
;
Yang, Yanrong
-
2023
Persistent link: https://www.econbiz.de/10014452611
Saved in:
5
Variational Bayes in state space models : inferential and predictive accuracy
Frazier, David T.
;
Loiza-Maya, Ruben
;
Martin, Gael M.
-
2022
Persistent link: https://www.econbiz.de/10013193949
Saved in:
6
On the evaluation of hierarchical forecasts
Athanasopoulos, George
;
Kourentzes, Nikolaos
-
2021
Persistent link: https://www.econbiz.de/10012614595
Saved in:
7
Forward detrending for heteroskedasticity-robust panel unit root testing
Herwartz, Helmut
;
Maxand, Simone
;
Yabibal Mulualem Walle
- In:
Econometric reviews
42
(
2023
)
1
,
pp. 28-53
Persistent link: https://www.econbiz.de/10014305436
Saved in:
8
Smooth structural changes and common factors in nonstationary panel data : an analysis of healthcare expenditures†
Nazlıoğlu, Şaban
;
Lee, Junsoo
;
Tieslau, Margie A.
; …
- In:
Econometric reviews
42
(
2023
)
1
,
pp. 78-97
Persistent link: https://www.econbiz.de/10014305439
Saved in:
9
A robust score-driven filter for multivariate time series
D'Innocenzo, Enzo
;
Luati, Alessandra
;
Mazzocchi, Mario
- In:
Econometric reviews
42
(
2023
)
5
,
pp. 441-470
Persistent link: https://www.econbiz.de/10014305555
Saved in:
10
Focused Bayesian prediction
Loiza-Maya, Ruben
;
Martin, Gael M.
;
Frazier, David T.
-
2020
Persistent link: https://www.econbiz.de/10012606751
Saved in:
11
On the evaluation of hierarchical forecasts
Athanasopoulos, George
;
Kourentzest, Nikolaos
-
2020
Persistent link: https://www.econbiz.de/10012606752
Saved in:
12
Forecasting a nonstationary time series with a mixture of stationary and nonstationary factors as predictors
Hannadige, Sium Bodha
;
Gao, Jiti
;
Silvapulle, Mervyn J.
; …
-
2020
Persistent link: https://www.econbiz.de/10012607687
Saved in:
13
Probabilistic forecast reconciliation : properties, evaluation and score optimisation
Panagiotelis, Anastasios
;
Gamakumara, Puwasala
; …
-
2020
Persistent link: https://www.econbiz.de/10012608354
Saved in:
14
Nonlinear mixed effects models for time series forecasting of smart meter demand
Roach, Cameron
;
Hyndman, Rob J.
;
Ben Taieb, Souhaib
-
2020
Persistent link: https://www.econbiz.de/10012610883
Saved in:
15
Principles and algorithms for forecasting groups of time series : locality and globality
Montero-Manso, Pablo
;
Hyndman, Rob J.
;
Liu, Fei
;
Peng, Bin
-
2020
Persistent link: https://www.econbiz.de/10012610903
Saved in:
16
Time-varying cointegration and the Kalman filter
Eroğlu, Burak Alparslan
;
Miller, J. Isaac
;
Yigit, Taner M.
- In:
Econometric reviews
41
(
2022
)
1
,
pp. 1-21
Persistent link: https://www.econbiz.de/10013167573
Saved in:
17
Approximate state space modelling of unobserved fractional components
Hartl, Tobias
;
Jucknewitz, Roland
- In:
Econometric reviews
41
(
2022
)
1
,
pp. 75-98
Persistent link: https://www.econbiz.de/10013167584
Saved in:
18
Large dimensional portfolio allocation based on a mixed frequency dynamic factor model
Peng, Siyang
;
Shaojun, Guo
;
Long, Yonghong
- In:
Econometric reviews
41
(
2022
)
5
,
pp. 539-563
Persistent link: https://www.econbiz.de/10013364893
Saved in:
19
Testing for time-varying factor loadings in high-dimensional factor models
Xu, Wen
- In:
Econometric reviews
41
(
2022
)
8
,
pp. 918-965
Persistent link: https://www.econbiz.de/10013364920
Saved in:
20
Forecasting Swiss exports using Bayesian forecast reconciliation
Eckert, Florian
;
Hyndman, Rob J.
;
Panagiotelis, Anastasios
-
2019
Persistent link: https://www.econbiz.de/10012593919
Saved in:
21
Anomaly detection in high dimensional data
Talagala, Priyanga Dilini
;
Hyndman, Rob J.
; …
-
2019
Persistent link: https://www.econbiz.de/10012598856
Saved in:
22
Feature-based forecast-model performance prediction
Talagala, Thiyanga S.
;
Li, Feng
;
Kang, Yanfei
-
2019
Persistent link: https://www.econbiz.de/10012598900
Saved in:
23
Forecasting observables with particle filters : any filter will do!
Leung, Patrick
;
Forbes, Catherine Scipione
;
Martin, Gael M.
-
2019
Persistent link: https://www.econbiz.de/10012606152
Saved in:
24
Elucidate structure in intermittent demand series
Kourentzes, Nikolaos
;
Athanasopoulos, George
-
2019
Persistent link: https://www.econbiz.de/10012606720
Saved in:
25
A brief history of forecasting competitions
Hyndman, Rob J.
-
2019
Persistent link: https://www.econbiz.de/10012592216
Saved in:
26
A near unit root test for high-dimensional nonstationary time series
Zhang, Bo
;
Gao, Jiti
;
Pan, Guangming
-
2019
Persistent link: https://www.econbiz.de/10012592727
Saved in:
27
Approximate Bayesian forecasting
Frazier, David T.
;
Maneesoonthorn, Worapree
;
Martin, Gael M.
-
2018
Persistent link: https://www.econbiz.de/10012583287
Saved in:
28
Anomaly detection in streaming nonstationary temporal data
Talagala, Priyanga Dilini
;
Hyndman, Rob J.
; …
-
2018
Persistent link: https://www.econbiz.de/10012583311
Saved in:
29
Meta-learning how to forecast time series
Talagala, Thiyanga S.
;
Hyndman, Rob J.
;
Athanasopoulos, …
-
2018
Persistent link: https://www.econbiz.de/10012583337
Saved in:
30
Probabilisitic forecasts in hierarchical time series
Gamakumara, Puwasala
;
Panagiotelis, Anastasios
; …
-
2018
Persistent link: https://www.econbiz.de/10012583384
Saved in:
31
Efficient generation of time series with diverse and controllable characteristics
Kang, Yanfei
;
Hyndman, Rob J.
;
Li, Feng
-
2018
Persistent link: https://www.econbiz.de/10012583530
Saved in:
32
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:
33
FFORMA: Feature-based Forecast Model Averaging
Montero-Manso, Pablo
;
Athanasopoulos, George
;
Hyndman, …
-
2018
Persistent link: https://www.econbiz.de/10012583556
Saved in:
34
Testing for strict stationarity in a random coefficient autoregressive model
Trapani, Lorenzo
- In:
Econometric reviews
40
(
2021
)
3
,
pp. 220-256
Persistent link: https://www.econbiz.de/10012515596
Saved in:
35
Predictability, real time estimation, and the formulation of unobserved components models
Proietti, Tommaso
- In:
Econometric reviews
40
(
2021
)
5
,
pp. 433-454
Persistent link: https://www.econbiz.de/10012515613
Saved in:
36
Coherent probabilistic forecasts for hierarchical time series
Ben Taieb, Souhaib
;
Taylor, James W.
;
Hyndman, Rob J.
-
2017
Persistent link: https://www.econbiz.de/10011781966
Saved in:
37
Construction and visualization of optimal confidence sets for frequentist distributional forecasts
Harris, David
;
Martin, Gael M.
;
Perera, Indeewara
; …
-
2017
Persistent link: https://www.econbiz.de/10011782085
Saved in:
38
Heterogeneous panel data models with cross-sectional dependence
Gao, Jiti
;
Xia, Kai
-
2017
Persistent link: https://www.econbiz.de/10011782246
Saved in:
39
Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization
Wickramasuriya, Shanika L.
;
Athanasopoulos, George
; …
-
2017
Persistent link: https://www.econbiz.de/10012543504
Saved in:
40
Bayesian analysis of moving average stochastic volatility models : modeling in-mean effects and leverage for financial time series
Dimitrakopoulos, Stefanos
;
Kolossiatis, Michalis
- In:
Econometric reviews
39
(
2020
)
4
,
pp. 319-343
Persistent link: https://www.econbiz.de/10012181420
Saved in:
41
Multistep forecast selection for panel data
Greenaway-McGrevy, Ryan
- In:
Econometric reviews
39
(
2020
)
4
,
pp. 373-406
Persistent link: https://www.econbiz.de/10012181429
Saved in:
42
Stationarity and ergodicity of vector STAR models
Kheifets, Igor L.
;
Saikkonen, Pentti J.
- In:
Econometric reviews
39
(
2020
)
4
,
pp. 407-414
Persistent link: https://www.econbiz.de/10012181431
Saved in:
43
A multifactor transformed diffusion model with applications to VIX and VIX futures
Bu, Ruijun
;
Jawadi, Fredj
;
Li, Yuyi
- In:
Econometric reviews
39
(
2020
)
1
,
pp. 27-53
Persistent link: https://www.econbiz.de/10012181537
Saved in:
44
Forecasting energy futures volatility with threshold augmented heterogeneous autoregressive jump models
Jawadi, Fredj
;
Ftiti, Zied
;
Louhichi, Waël
- In:
Econometric reviews
39
(
2020
)
1
,
pp. 54-70
Persistent link: https://www.econbiz.de/10012181540
Saved in:
45
Testing for a unit root with nonstationary nonlinear heteroskedasticity
Tu, Yundong
;
Chan, Nigel
;
Wang, Qiying
- In:
Econometric reviews
39
(
2020
)
9
,
pp. 904-929
Persistent link: https://www.econbiz.de/10012295588
Saved in:
46
Grouped functional time series forecasting : an application to age-specific mortality rates
Shang, Han Lin
;
Hyndman, Rob J.
-
2016
Persistent link: https://www.econbiz.de/10011781651
Saved in:
47
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
Saved in:
48
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:
49
Singular spectrum analysis of Grenander processes and sequential time series reconstruction
Poskitt, Donald Stephen
-
2016
Persistent link: https://www.econbiz.de/10011781767
Saved in:
50
A new approach to forecasting based on exponential smoothing with independent regressors
Osman, Ahmad Farid
;
King, Maxwell L.
-
2015
Persistent link: https://www.econbiz.de/10011781123
Saved in:
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