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isPartOf:"Working paper / Department of Econometrics and Business Statistics, Monash University"
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Forecasting model
136
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136
Time series analysis
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72
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Hyndman, Rob J.
64
Athanasopoulos, George
30
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18
Snyder, Ralph D.
18
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12
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10
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5
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5
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5
Shang, Han Lin
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Booth, Heather
4
Koo, Bonsoo
4
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4
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3
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Working paper / Department of Econometrics and Business Statistics, Monash University
International journal of forecasting
1,548
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860
Technological forecasting & social change : an international journal
332
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290
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287
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115
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113
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110
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ECONIS (ZBW)
136
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1
ABC-based forecasting in state space models
Weerasinghe, Chaya
;
Loiza-Maya, Ruben
;
Martin, Gael M.
; …
-
2023
Persistent link: https://www.econbiz.de/10014452518
Saved in:
2
Improving out-of-sample forecasts of stock price indexes with forecast reconciliation and clustering
Mattera, Raffaele
;
Athanasopoulos, George
;
Hyndman, Rob J.
-
2023
Persistent link: https://www.econbiz.de/10014452575
Saved in:
3
Solving the forecast combination puzzle
Frazier, David T.
;
Covey, Ryan
;
Martin, Gael M.
; …
-
2023
Persistent link: https://www.econbiz.de/10014452579
Saved in:
4
Forecast reconciliation : a review
Athanasopoulos, George
;
Hyndman, Rob J.
;
Kouretzes, Nikolaos
-
2023
Persistent link: https://www.econbiz.de/10014451345
Saved in:
5
Bayesian forecasting in the 21st century : a modern review
Martin, Gael M.
;
Frazier, David T.
;
Loiza-Maya, Ruben
; …
-
2023
Persistent link: https://www.econbiz.de/10014315412
Saved in:
6
Cross-temporal probabilistic forecast reconciliation
Girolimetto, Daniele
;
Athanasopoulos, George
;
Di Fonzo, …
-
2023
Persistent link: https://www.econbiz.de/10014316407
Saved in:
7
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:
8
The impact of sampling variability on estimated combinations of distributional forecasts
Zischke, Ryan
;
Martin, Gael M.
;
Frazier, David T.
; …
-
2022
Persistent link: https://www.econbiz.de/10013494329
Saved in:
9
Probabilistic forecasts using expert judgement : the road to recovery from COVID-19
Athanasopoulos, George
;
Hyndman, Rob J.
;
Kourentzes, …
-
2021
Persistent link: https://www.econbiz.de/10012614442
Saved in:
10
Time series forecasting using a mixture of stationary and nonstationary predictors
Hannadige, Sium Bodha
;
Gao, Jiti
;
Silvapulle, Mervyn J.
; …
-
2021
Persistent link: https://www.econbiz.de/10012614548
Saved in:
11
Loss-based variational Bayes prediction
Frazier, David T.
;
Loiza-Maya, Ruben
;
Martin, Gael M.
; …
-
2021
Persistent link: https://www.econbiz.de/10012614593
Saved in:
12
On the evaluation of hierarchical forecasts
Athanasopoulos, George
;
Kourentzes, Nikolaos
-
2021
Persistent link: https://www.econbiz.de/10012614595
Saved in:
13
Conditional heteroscedasticity models with time-varying parameters : estimation and asymptotics
Pourkhanali, Armin
;
Keith, Jonathan
;
Zhang, Xibin
-
2020
Persistent link: https://www.econbiz.de/10012697180
Saved in:
14
Focused Bayesian prediction
Loiza-Maya, Ruben
;
Martin, Gael M.
;
Frazier, David T.
-
2020
Persistent link: https://www.econbiz.de/10012606751
Saved in:
15
On the evaluation of hierarchical forecasts
Athanasopoulos, George
;
Kourentzest, Nikolaos
-
2020
Persistent link: https://www.econbiz.de/10012606752
Saved in:
16
Bagging weak predictors
Hillebrand, Eric
;
Lukas, Manuel
;
Wei, Wei
-
2020
Persistent link: https://www.econbiz.de/10012607673
Saved in:
17
Statistical modelling and forecast evaluation of the impact of extreme temperatures on wheat crops in North Western Victoria
Bailey, Natalia
;
Hochman, Zvi
;
Mao, Yufeng
;
Silvapulle, …
-
2020
Persistent link: https://www.econbiz.de/10012607686
Saved in:
18
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:
19
Forecast reconciliation : a geometric view with new insights on bias correction
Panagiotelis, Anastasios
;
Athanasopoulos, George
; …
-
2020
Persistent link: https://www.econbiz.de/10012608337
Saved in:
20
Probabilistic forecast reconciliation : properties, evaluation and score optimisation
Panagiotelis, Anastasios
;
Gamakumara, Puwasala
; …
-
2020
Persistent link: https://www.econbiz.de/10012608354
Saved in:
21
Distributed ARIMA models for ultra-long time series
Wang, Xiaoqian
;
Kang, Yanfei
;
Hyndman, Rob J.
;
Li, Feng
-
2020
Persistent link: https://www.econbiz.de/10012610507
Saved in:
22
Forecasting the old-age dependency ratio to determine a sustainable pension age
Hyndman, Rob J.
;
Zeng, Yijun
;
Shang, Han Lin
-
2020
Persistent link: https://www.econbiz.de/10012610521
Saved in:
23
Optimal probabilistic forecasts : when do they work?
Martin, Gael M.
;
Loiza-Maya, Ruben
;
Frazier, David T.
; …
-
2020
Persistent link: https://www.econbiz.de/10012610795
Saved in:
24
Forecasting for Social Good
Rostami-Tabar, Bahman
;
Ali, Mohammad M.
;
Tao, Hong
; …
-
2020
Persistent link: https://www.econbiz.de/10012610848
Saved in:
25
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:
26
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:
27
Forecasting Swiss exports using Bayesian forecast reconciliation
Eckert, Florian
;
Hyndman, Rob J.
;
Panagiotelis, Anastasios
-
2019
Persistent link: https://www.econbiz.de/10012593919
Saved in:
28
Optimal non-negative forecast reconciliation
Wickramasuriya, Shanika L.
;
Turlach, Berwin A.
; …
-
2019
Persistent link: https://www.econbiz.de/10012593926
Saved in:
29
Seasonal functional autoregressive models
Zamani, Atefeh
;
Haghbin, Hossein
;
Hashemi, Maryam
; …
-
2019
Persistent link: https://www.econbiz.de/10012593931
Saved in:
30
Forecast reconciliation : a geometric view with new insights on bias correction
Panagiotelis, Anastasios
;
Gamakumara, Puwasala
; …
-
2019
Persistent link: https://www.econbiz.de/10012598828
Saved in:
31
Anomaly detection in high dimensional data
Talagala, Priyanga Dilini
;
Hyndman, Rob J.
; …
-
2019
Persistent link: https://www.econbiz.de/10012598856
Saved in:
32
Feature-based forecast-model performance prediction
Talagala, Thiyanga S.
;
Li, Feng
;
Kang, Yanfei
-
2019
Persistent link: https://www.econbiz.de/10012598900
Saved in:
33
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:
34
Semiparametric single-index predictive regression
Zhou, Weilun
;
Gao, Jiti
;
Harris, David
;
Kew, Hsein
-
2019
Persistent link: https://www.econbiz.de/10012606715
Saved in:
35
Elucidate structure in intermittent demand series
Kourentzes, Nikolaos
;
Athanasopoulos, George
-
2019
Persistent link: https://www.econbiz.de/10012606720
Saved in:
36
Fast forecast reconciliation using linear models
Ashouri, Mahsa
;
Hyndman, Rob J.
;
Shmueli, Galit
-
2019
Persistent link: https://www.econbiz.de/10012606728
Saved in:
37
Hypothesis testing based on a vector of statistics
King, Maxwell L.
;
Zhang, Xibin
;
Akram, Muhammad
-
2019
Persistent link: https://www.econbiz.de/10012606733
Saved in:
38
Hierarchical forecasting
Athanasopoulos, George
;
Gamakumara, Puwasala
; …
-
2019
Persistent link: https://www.econbiz.de/10012592212
Saved in:
39
A brief history of forecasting competitions
Hyndman, Rob J.
-
2019
Persistent link: https://www.econbiz.de/10012592216
Saved in:
40
Nonparametric predictive regressions for stock return prediction
Cheng, Tingting
;
Gao, Jiti
;
Linton, Oliver
-
2019
Persistent link: https://www.econbiz.de/10012592220
Saved in:
41
A new tidy data structure to support exploration and modeling of temporal data
Wang, Earo
;
Cook, Dianne
;
Hyndman, Rob J.
-
2019
Persistent link: https://www.econbiz.de/10012592798
Saved in:
42
Approximate Bayesian forecasting
Frazier, David T.
;
Maneesoonthorn, Worapree
;
Martin, Gael M.
-
2018
Persistent link: https://www.econbiz.de/10012583287
Saved in:
43
Meta-learning how to forecast time series
Talagala, Thiyanga S.
;
Hyndman, Rob J.
;
Athanasopoulos, …
-
2018
Persistent link: https://www.econbiz.de/10012583337
Saved in:
44
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:
45
Probabilisitic forecasts in hierarchical time series
Gamakumara, Puwasala
;
Panagiotelis, Anastasios
; …
-
2018
Persistent link: https://www.econbiz.de/10012583384
Saved in:
46
FFORMA: Feature-based Forecast Model Averaging
Montero-Manso, Pablo
;
Athanasopoulos, George
;
Hyndman, …
-
2018
Persistent link: https://www.econbiz.de/10012583556
Saved in:
47
Cross-temporal coherent forecasts for Australian tourism
Kourentzes, Nikolaos
;
Athanasopoulos, George
-
2018
Persistent link: https://www.econbiz.de/10012583638
Saved in:
48
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:
49
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:
50
Multi-step non- and semi-parametric predictive regressions for short and long horizon stock return prediction
Cheng, Tingting
;
Gao, Jiti
;
Linton, Oliver
-
2017
Persistent link: https://www.econbiz.de/10011782226
Saved in:
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