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subject:"Time series analysis"
~isPartOf:"Working paper / Department of Econometrics and Business Statistics, Monash University"
~subject:"Schätzung"
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Time series analysis
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Hyndman, Rob J.
28
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16
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449
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ECONIS (ZBW)
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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
Does climate sensitivity differ across regions? : a varying-coefficient approach
Anderson, Heather M.
;
Gao, Jiti
;
Vahid, Farshid
;
Wei, Wei
; …
-
2023
Persistent link: https://www.econbiz.de/10014315967
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
A nonparametric panel model for climate data with seasonal and spatial variation
Gao, Jiti
;
Linton, Oliver
;
Peng, Bin
-
2022
Persistent link: https://www.econbiz.de/10013494366
Saved in:
7
On the evaluation of hierarchical forecasts
Athanasopoulos, George
;
Kourentzes, Nikolaos
-
2021
Persistent link: https://www.econbiz.de/10012614595
Saved in:
8
Focused Bayesian prediction
Loiza-Maya, Ruben
;
Martin, Gael M.
;
Frazier, David T.
-
2020
Persistent link: https://www.econbiz.de/10012606751
Saved in:
9
On the evaluation of hierarchical forecasts
Athanasopoulos, George
;
Kourentzest, Nikolaos
-
2020
Persistent link: https://www.econbiz.de/10012606752
Saved in:
10
IV estimation of spatial dynamic panels with interactive effects : large sample theory and an application on bank attitude toward risk
Cui, Guowei
;
Sarafidis, Vasilis
;
Yamagata, Takashi
-
2020
Persistent link: https://www.econbiz.de/10012606940
Saved in:
11
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:
12
Probabilistic forecast reconciliation : properties, evaluation and score optimisation
Panagiotelis, Anastasios
;
Gamakumara, Puwasala
; …
-
2020
Persistent link: https://www.econbiz.de/10012608354
Saved in:
13
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:
14
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:
15
Forecasting Swiss exports using Bayesian forecast reconciliation
Eckert, Florian
;
Hyndman, Rob J.
;
Panagiotelis, Anastasios
-
2019
Persistent link: https://www.econbiz.de/10012593919
Saved in:
16
Anomaly detection in high dimensional data
Talagala, Priyanga Dilini
;
Hyndman, Rob J.
; …
-
2019
Persistent link: https://www.econbiz.de/10012598856
Saved in:
17
Feature-based forecast-model performance prediction
Talagala, Thiyanga S.
;
Li, Feng
;
Kang, Yanfei
-
2019
Persistent link: https://www.econbiz.de/10012598900
Saved in:
18
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:
19
Elucidate structure in intermittent demand series
Kourentzes, Nikolaos
;
Athanasopoulos, George
-
2019
Persistent link: https://www.econbiz.de/10012606720
Saved in:
20
A brief history of forecasting competitions
Hyndman, Rob J.
-
2019
Persistent link: https://www.econbiz.de/10012592216
Saved in:
21
An integrated panel data approach to modelling economic growth
Feng, Guohua
;
Gao, Jiti
;
Peng, Bin
-
2019
Persistent link: https://www.econbiz.de/10012592253
Saved in:
22
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:
23
Approximate Bayesian forecasting
Frazier, David T.
;
Maneesoonthorn, Worapree
;
Martin, Gael M.
-
2018
Persistent link: https://www.econbiz.de/10012583287
Saved in:
24
Anomaly detection in streaming nonstationary temporal data
Talagala, Priyanga Dilini
;
Hyndman, Rob J.
; …
-
2018
Persistent link: https://www.econbiz.de/10012583311
Saved in:
25
Meta-learning how to forecast time series
Talagala, Thiyanga S.
;
Hyndman, Rob J.
;
Athanasopoulos, …
-
2018
Persistent link: https://www.econbiz.de/10012583337
Saved in:
26
The behaviour of betting and currency markets on the night of the EU referendum
Auld, Tom
;
Linton, Oliver
-
2018
Persistent link: https://www.econbiz.de/10012583380
Saved in:
27
Probabilisitic forecasts in hierarchical time series
Gamakumara, Puwasala
;
Panagiotelis, Anastasios
; …
-
2018
Persistent link: https://www.econbiz.de/10012583384
Saved in:
28
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:
29
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:
30
FFORMA: Feature-based Forecast Model Averaging
Montero-Manso, Pablo
;
Athanasopoulos, George
;
Hyndman, …
-
2018
Persistent link: https://www.econbiz.de/10012583556
Saved in:
31
Modelling time-varying income elasticities of health care expenditure for the OECD
Casas, Isabel
;
Gao, Jiti
;
Xie, Shangyu
-
2018
Persistent link: https://www.econbiz.de/10012583636
Saved in:
32
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:
33
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:
34
Heterogeneous panel data models with cross-sectional dependence
Gao, Jiti
;
Xia, Kai
-
2017
Persistent link: https://www.econbiz.de/10011782246
Saved in:
35
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:
36
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:
37
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:
38
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:
39
Singular spectrum analysis of Grenander processes and sequential time series reconstruction
Poskitt, Donald Stephen
-
2016
Persistent link: https://www.econbiz.de/10011781767
Saved in:
40
A new class of bivariate threshold cointegration models
Cai, Biqing
;
Gao, Jiti
;
Tjostheim, Dag
-
2015
Persistent link: https://www.econbiz.de/10011781115
Saved in:
41
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:
42
Forecasting compositional time series : a state space approach
Snyder, Ralph D.
;
Ord, John Keith
;
Koehler, Anne B.
; …
-
2015
Persistent link: https://www.econbiz.de/10011781245
Saved in:
43
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
Saved in:
44
Forecasting hierarchical and grouped time series through trace minimization
Wickramasuriya, Shanika L.
;
Athanasopoulos, George
; …
-
2015
Persistent link: https://www.econbiz.de/10011781270
Saved in:
45
Forecasting with temporal hierarchies
Athanasopoulos, George
;
Hyndman, Rob J.
;
Kourentzes, …
-
2015
Persistent link: https://www.econbiz.de/10011781277
Saved in:
46
Fast computation of reconciled forecasts for hierarchical and grouped time series
Hyndman, Rob J.
;
Lee, Alan
;
Wang, Earo
-
2014
Persistent link: https://www.econbiz.de/10011780802
Saved in:
47
Approximate Bayesian computation in state space models
Martin, Gael M.
;
McCabe, Brendan Peter Martin
; …
-
2014
Persistent link: https://www.econbiz.de/10011780814
Saved in:
48
On the theory and practice of singular spectrum analysis forecasting
Khan, M. Atikur Rahman
;
Poskitt, Donald Stephen
-
2014
Persistent link: https://www.econbiz.de/10010245250
Saved in:
49
Inference on nonstationary time series with moving mean
Gao, Jiti
;
Robinson, Peter M.
-
2013
Persistent link: https://www.econbiz.de/10009789503
Saved in:
50
Bias reduction of long memory parameter estimators via the pre-filtered sieve bootstrap
Poskitt, Donald Stephen
;
Martin, Gael M.
;
Grose, Simone D.
-
2012
Persistent link: https://www.econbiz.de/10009565418
Saved in:
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