forked from robjhyndman/linear-hierarchical-forecasting
-
Notifications
You must be signed in to change notification settings - Fork 0
/
references.bib
184 lines (167 loc) · 5.54 KB
/
references.bib
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
@article{fliedner2001hierarchical,
title={Hierarchical forecasting: issues and use guidelines},
author={Fliedner, Gene},
journal={Industrial Management \& Data Systems},
volume={101},
number={1},
pages={5--12},
year={2001},
publisher={MCB UP Ltd}
}
@article{gross1990disaggregation,
title={Disaggregation methods to expedite product line forecasting},
author={Gross, Charles W and Sohl, Jeffrey E},
journal={Journal of Forecasting},
volume={9},
number={3},
pages={233--254},
year={1990},
publisher={Wiley Online Library}
}
@article{kahn1998revisiting,
title={Revisiting top-down versus bottom-up forecasting},
author={Kahn, Kenneth B},
journal={The Journal of Business Forecasting},
volume={17},
number={2},
pages={14},
year={1998},
publisher={Journal of Business Forecasting}
}
@article{hyndman2011optimal,
title={Optimal combination forecasts for hierarchical time series},
author={Hyndman, Rob J and Ahmed, Roman A and Athanasopoulos, George and Shang, Han L},
journal={Computational Statistics \& Data Analysis},
volume={55},
number={9},
pages={2579--2589},
year={2011},
publisher={Elsevier}
}
@article{athanasopoulos2009hierarchical,
title={Hierarchical forecasts for Australian domestic tourism},
author={Athanasopoulos, George and Ahmed, Roman A and Hyndman, Rob J},
journal={International Journal of Forecasting},
volume={25},
number={1},
pages={146--166},
year={2009},
}
@article{mint2018,
title={Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization},
author={Wickramasuriya, Shanika L and Athanasopoulos, George and Hyndman, Rob J},
journal={Journal of the American Statistical Association},
year={2019},
volume = 14,
number = 526,
pages = "804-819"
}
@article{hyndman2016fast,
title={Fast computation of reconciled forecasts for hierarchical and grouped time series},
author={Hyndman, Rob J and Lee, Alan J and Wang, Earo},
journal={Computational Statistics \& Data Analysis},
volume={97},
pages={16--32},
year={2016},
publisher={Elsevier}
}
@Manual{Rhts,
title = {hts: Hierarchical and Grouped Time Series},
year = {2018},
author = {Rob J Hyndman and Alan Lee and Earo Wang and Shanika Wickramasuriya},
url = {https://CRAN.R-project.org/package=hts},
version = {5.1.5},
}
@Manual{Rcoreteam,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2018},
url = {https://www.R-project.org/},
}
@incollection{akaike1998information,
title={Information theory and an extension of the maximum likelihood principle},
author={Akaike, Hirotogu},
booktitle={Selected Papers of Hirotugu Akaike},
pages={199--213},
year={1998},
publisher={Springer Series in Statistics (Perspectives in Statistics). Springer}
}
@article{ashouri2018,
title={Clustering time series by domain-relevant features using model-based trees},
author={Ashouri, Mahsa and Shmueli, Galit and Sin, C Y},
journal={Proceedings of the 2018 Data Science, Statistics \& Visualization (DSSV)},
year={2018},
publisher={Vienna, Austria}
}
@article{researchAustralia2005,
title={Travel by Australians, September Quarter 2005},
author={{Tourism Research Australia}},
journal={Tourism Australia},
year={2005},
publisher={Canberra}
}
@book{fpp2,
title={Forecasting: principles and practice},
author={Hyndman, Rob J and Athanasopoulos, George},
year={2018},
publisher={OTexts},
address = {Melbourne, Australia},
url = {https://OTexts.org/fpp2}
}
@Article{HK08,
title = {Automatic time series forecasting: the forecast package for {R}},
author = {Rob J Hyndman and Yeasmin Khandakar},
year = {2008},
number = {3},
pages = {1--22},
url = {ideas.repec.org/a/jss/jstsof/27i03.html},
volume = {26},
journal = {Journal of Statistical Software},
}
@Manual{Rforecast,
title = {{forecast}: Forecasting functions for time series and linear models},
author = {Rob J Hyndman and George Athanasopoulos and Christoph Bergmeir and Gabriel Caceres and Leanne Chhay and Mitchell O'Hara-Wild and Fotios Petropoulos and Slava Razbash and Earo Wang and Farah Yasmeen and {R Core Team} and Ross Ihaka and Daniel Reid and David Shaub and Yuan Tang and Zhenyu Zhou},
year = {2020},
url = {https://CRAN.R-project.org/package=forecast},
version = {8.12},
}
@Manual{o2019fable,
title={fable: Forecasting Models for Tidy Time Series. R package version 0.1. 0},
author={O Hara-Wild, M and Hyndman, R and Wang, E},
year={2019}
}
@book{SeberLee,
title={Linear regression analysis},
author={Seber, George A F and Lee, Alan J},
year={2003},
publisher={John Wiley \& Sons},
edition = {2nd}
}
@article{pennings2017,
title={Integrated hierarchical forecasting},
author={Pennings, Clint LP and van Dalen, Jan},
journal={European Journal of Operational Research},
volume={263},
number={2},
pages={412--418},
year={2017},
publisher={Elsevier}
}
@article{januschowski2013forecasting,
title={Forecasting with in-memory technology},
author={Januschowski, Tim and Kolassa, Stephan and Lorenz, Martin and Schwarz, Christian and others},
journal={Foresight: The International Journal of Applied Forecasting},
volume={31},
pages={14--20},
year={2013},
publisher={International Institute of Forecasters}
}
@book{christensenplane,
title={Plane answers to complex questions: the theory of linear models},
author={Christensen, Ronald},
edition = {5th},
year={2020},
publisher={Springer}
}