-
1
-
-
77649237925
-
Application of a new hybrid neuro-evolutionary system for day-ahead price forecasting of electricity markets
-
N. Amjady, and F. Keynia Application of a new hybrid neuro-evolutionary system for day-ahead price forecasting of electricity markets Applied Soft Computing Journal 10 3 2010 784 792
-
(2010)
Applied Soft Computing Journal
, vol.10
, Issue.3
, pp. 784-792
-
-
Amjady, N.1
Keynia, F.2
-
2
-
-
77957666748
-
Swarm-based translation-invariant morphological prediction method for financial time series forecasting
-
R.D.A. Araujo Swarm-based translation-invariant morphological prediction method for financial time series forecasting Information Sciences 180 24 2010 4784 4805
-
(2010)
Information Sciences
, vol.180
, Issue.24
, pp. 4784-4805
-
-
Araujo, R.D.A.1
-
3
-
-
77956649096
-
A survey of cross-validation procedures for model selection
-
S. Arlot, and A. Celisse A survey of cross-validation procedures for model selection Statistics Surveys 4 2010 40 79
-
(2010)
Statistics Surveys
, vol.4
, pp. 40-79
-
-
Arlot, S.1
Celisse, A.2
-
4
-
-
34249316820
-
Significance tests harm progress in forecasting
-
J.S. Armstrong Significance tests harm progress in forecasting International Journal of Forecasting 23 2 2007 321 327
-
(2007)
International Journal of Forecasting
, vol.23
, Issue.2
, pp. 321-327
-
-
Armstrong, J.S.1
-
5
-
-
34249308889
-
Statistical significance tests are unnecessary even when properly done and properly interpreted: Reply to commentaries
-
J.S. Armstrong Statistical significance tests are unnecessary even when properly done and properly interpreted: Reply to commentaries International Journal of Forecasting 23 2 2007 335 336
-
(2007)
International Journal of Forecasting
, vol.23
, Issue.2
, pp. 335-336
-
-
Armstrong, J.S.1
-
6
-
-
77956313399
-
Equivalences between neural-autoregressive time series models and fuzzy systems
-
J.L. Aznarte, and J.M. Benítez Equivalences between neural-autoregressive time series models and fuzzy systems IEEE Transactions on Neural Networks 21 9 2010 1434 1444
-
(2010)
IEEE Transactions on Neural Networks
, vol.21
, Issue.9
, pp. 1434-1444
-
-
Aznarte, J.L.1
Benítez, J.M.2
-
7
-
-
0034288854
-
Automatic neural network modeling for univariate time series
-
S.D. Balkin, and J.K. Ord Automatic neural network modeling for univariate time series International Journal of Forecasting 16 4 2000 509 515
-
(2000)
International Journal of Forecasting
, vol.16
, Issue.4
, pp. 509-515
-
-
Balkin, S.D.1
Ord, J.K.2
-
9
-
-
0039012351
-
A cross-validatory method for dependent data
-
Prabir Burman, Edmond Chow, and Deborah Nolan A cross-validatory method for dependent data Biometrika 81 2 1994 351 358
-
(1994)
Biometrika
, vol.81
, Issue.2
, pp. 351-358
-
-
Burman, P.1
Chow, E.2
Nolan, D.3
-
10
-
-
72449182153
-
Far casting cross-validation
-
P.S. Carmack, W.R. Schucany, J.S. Spence, R.F. Gunst, Q. Lin, and R.W. Haley Far casting cross-validation Journal of Computational and Graphical Statistics 18 4 2009 879 893
-
(2009)
Journal of Computational and Graphical Statistics
, vol.18
, Issue.4
, pp. 879-893
-
-
Carmack, P.S.1
Schucany, W.R.2
Spence, J.S.3
Gunst, R.F.4
Lin, Q.5
Haley, R.W.6
-
12
-
-
0001057463
-
Model uncertainty and forecast accuracy
-
C. Chatfield Model uncertainty and forecast accuracy Journal of Forecasting 15 7 1996 495 508 (Pubitemid 126704487)
-
(1996)
Journal of Forecasting
, vol.15
, Issue.7
, pp. 495-508
-
-
Chatfield, C.1
-
13
-
-
9244240793
-
Load forecasting using support vector machines: A study on eunite competition 2001
-
B.-J. Chen, M.-W. Chang, and C.-J. Lin Load forecasting using support vector machines: a study on eunite competition 2001 IEEE Transactions on Power Systems 19 4 2004 1821 1830
-
(2004)
IEEE Transactions on Power Systems
, vol.19
, Issue.4
, pp. 1821-1830
-
-
Chen, B.-J.1
Chang, M.-W.2
Lin, C.-J.3
-
14
-
-
77958099305
-
Time-series forecasting using a system of ordinary differential equations
-
Y. Chen, B. Yang, Q. Meng, Y. Zhao, and A. Abraham Time-series forecasting using a system of ordinary differential equations Information Sciences 181 1 2011 106 114
-
(2011)
Information Sciences
, vol.181
, Issue.1
, pp. 106-114
-
-
Chen, Y.1
Yang, B.2
Meng, Q.3
Zhao, Y.4
Abraham, A.5
-
15
-
-
57649204269
-
Assessing forecast accuracy measures
-
Department of Statistics & Statistical Laboratory
-
Zhuo Chen, Yuhong Yang, Assessing forecast accuracy measures. Technical Report 2004-10, Iowa State University, Department of Statistics & Statistical Laboratory, 2004.
-
(2004)
Technical Report 2004-10, Iowa State University
-
-
Chen, Z.1
Yang, Y.2
-
17
-
-
0019636384
-
Comparative study of tests for homogeneity of variances, with applications to the outer continental shelf bidding data
-
W.J. Conover, Mark E. Johnson, and Myrle M. Johnson Comparative study of tests for homogeneity of variances, with applications to the outer continental shelf bidding data Technometrics 23 4 1981 351 361 (Pubitemid 12456651)
-
(1981)
Technometrics
, vol.23
, Issue.4
, pp. 351-361
-
-
Conover, W.J.1
Johnson Mark, E.2
Johnson Myrle, M.3
-
18
-
-
79956357674
-
Advances in forecasting with neural networks? Empirical evidence from the nn3 competition on time series prediction
-
S.F. Crone, M. Hibon, and K. Nikolopoulos Advances in forecasting with neural networks? Empirical evidence from the nn3 competition on time series prediction International Journal of Forecasting 27 3 2011 635 660
-
(2011)
International Journal of Forecasting
, vol.27
, Issue.3
, pp. 635-660
-
-
Crone, S.F.1
Hibon, M.2
Nikolopoulos, K.3
-
20
-
-
45849083126
-
Time series forecasting with a non-linear model and the scatter search meta-heuristic
-
C.G. da Silva Time series forecasting with a non-linear model and the scatter search meta-heuristic Information Sciences 178 16 2008 3288 3299
-
(2008)
Information Sciences
, vol.178
, Issue.16
, pp. 3288-3299
-
-
Da Silva, C.G.1
-
21
-
-
33745952342
-
25 years of time series forecasting
-
DOI 10.1016/j.ijforecast.2006.01.001, PII S0169207006000021, Twenty Five Years of Forecasting
-
J.G. De Gooijer, and R.J. Hyndman 25 Years of time series forecasting International Journal of Forecasting 22 3 2006 443 473 (Pubitemid 44057710)
-
(2006)
International Journal of Forecasting
, vol.22
, Issue.3
, pp. 443-473
-
-
De Gooijer, J.G.1
Hyndman, R.J.2
-
22
-
-
0031127819
-
Non-parametric data selection for neural learning in non-stationary time series
-
DOI 10.1016/S0893-6080(96)00108-6, PII S0893608096001086
-
G. Deco, R. Neuneier, and B. Schürmann Non-parametric data selection for neural learning in non-stationary time series Neural Networks 10 3 1997 401 407 (Pubitemid 27241130)
-
(1997)
Neural Networks
, vol.10
, Issue.3
, pp. 401-407
-
-
Deco, G.1
Neuneier, R.2
Schurmann, B.3
-
23
-
-
3242708140
-
Least angle regression
-
DOI 10.1214/009053604000000067
-
B. Efron, T. Hastie, I. Johnstone, R. Tibshirani, H. Ishwaran, K. Knight, J.-M. Loubes, P. Massart, D. Madigan, G. Ridgeway, S. Rosset, J.I. Zhu, R.A. Stine, B.A. Turlach, S. Weisberg, T. Hastie, I. Johnstone, and R. Tibshirani Least angle regression Annals of Statistics 32 2 2004 407 499 (Pubitemid 41250302)
-
(2004)
Annals of Statistics
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
Ishwaran, H.5
Knight, K.6
Loubes, J.-M.7
Massart, P.8
Madigan, D.9
Ridgeway, G.10
Rosset, S.11
Zhu, J.I.12
Stine, R.A.13
Turlach, B.A.14
Weisberg, S.15
Hastie, T.16
Johnstone, I.17
Tibshirani, R.18
-
24
-
-
77956393917
-
A locally linear rbf network-based state-dependent ar model for nonlinear time series modeling
-
M. Gan, H. Peng, X. Peng, X. Chen, and G. Inoussa A locally linear rbf network-based state-dependent ar model for nonlinear time series modeling Information Sciences 180 22 2010 4370 4383
-
(2010)
Information Sciences
, vol.180
, Issue.22
, pp. 4370-4383
-
-
Gan, M.1
Peng, H.2
Peng, X.3
Chen, X.4
Inoussa, G.5
-
25
-
-
77549084648
-
Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
-
S. García, A. Fernández, J. Luengo, and F. Herrera Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: experimental analysis of power Information Sciences 180 10 2010 2044 2064
-
(2010)
Information Sciences
, vol.180
, Issue.10
, pp. 2044-2064
-
-
García, S.1
Fernández, A.2
Luengo, J.3
Herrera, F.4
-
27
-
-
52949087146
-
Improving artificial neural networks' performance in seasonal time series forecasting
-
C. Hamzaebi Improving artificial neural networks' performance in seasonal time series forecasting Information Sciences 178 23 2008 4550 4559
-
(2008)
Information Sciences
, vol.178
, Issue.23
, pp. 4550-4559
-
-
Hamzaebi, C.1
-
28
-
-
0000420391
-
Automated kernel smoothing of dependent data by using time series cross- validation
-
Jeffrey D. Hart Automated kernel smoothing of dependent data by using time series cross- validation Journal of the Royal Statistical Society: Series B (Methodological) 56 3 1994 529 542
-
(1994)
Journal of the Royal Statistical Society: Series B (Methodological)
, vol.56
, Issue.3
, pp. 529-542
-
-
Hart, J.D.1
-
30
-
-
0037549982
-
Model selection and forward validation
-
Urban Hjorth Model selection and forward validation Scandinavian Journal of Statistics 9 2 1982 95 105
-
(1982)
Scandinavian Journal of Statistics
, vol.9
, Issue.2
, pp. 95-105
-
-
Hjorth, U.1
-
31
-
-
33749517168
-
Another look at measures of forecast accuracy
-
DOI 10.1016/j.ijforecast.2006.03.001, PII S0169207006000239
-
R.J. Hyndman, and A.B. Koehler Another look at measures of forecast accuracy International Journal of Forecasting 22 4 2006 679 688 (Pubitemid 44524717)
-
(2006)
International Journal of Forecasting
, vol.22
, Issue.4
, pp. 679-688
-
-
Hyndman, R.J.1
Koehler, A.B.2
-
32
-
-
31344433479
-
On the selection of forecasting models
-
DOI 10.1016/j.jeconom.2005.03.003, PII S0304407605000771
-
A. Inoue, and L. Kilian On the selection of forecasting models Journal of Econometrics 130 2 2006 273 306 (Pubitemid 43144865)
-
(2006)
Journal of Econometrics
, vol.130
, Issue.2
, pp. 273-306
-
-
Inoue, A.1
Kilian, L.2
-
33
-
-
10244222718
-
Artificial neural networks for non-stationary time series
-
DOI 10.1016/j.neucom.2004.04.002, PII S0925231204002371
-
T.Y. Kim, K.J. Oh, C. Kim, and J.D. Do Artificial neural networks for non-stationary time series Neurocomputing 61 1-4 2004 439 447 (Pubitemid 39618391)
-
(2004)
Neurocomputing
, vol.61
, Issue.1-4
, pp. 439-447
-
-
Kim, T.Y.1
Oh, K.J.2
Kim, C.3
Do, J.D.4
-
34
-
-
73649105998
-
Cross validation of prediction models for seasonal time series by parametric bootstrapping
-
R. Kunst Cross validation of prediction models for seasonal time series by parametric bootstrapping Austrian Journal of Statistics 37 2008 271 284
-
(2008)
Austrian Journal of Statistics
, vol.37
, pp. 271-284
-
-
Kunst, R.1
-
35
-
-
84857643143
-
Toward a theory of evaluating predictive accuracy
-
Institute for Advanced Studies
-
Robert M. Kunst, and Adusei Jumah Toward a theory of evaluating predictive accuracy Economics Series vol. 162 2004 Institute for Advanced Studies
-
(2004)
Economics Series
, vol.162
-
-
Kunst, R.M.1
Jumah, A.2
-
36
-
-
0034288942
-
The m3-competition: Results, conclusions and implications
-
S. Makridakis, and M. Hibon The m3-competition: results, conclusions and implications International Journal of Forecasting 16 4 2000 451 476
-
(2000)
International Journal of Forecasting
, vol.16
, Issue.4
, pp. 451-476
-
-
Makridakis, S.1
Hibon, M.2
-
38
-
-
0009955854
-
Nonparametric Regression with Correlated Errors
-
DOI 10.1214/ss/1009213287
-
J. Opsomer, Y. Wang, and Y. Yang Nonparametric regression with correlated errors Statistical Science 16 2 2001 134 153 (Pubitemid 33636345)
-
(2001)
Statistical Science
, vol.16
, Issue.2
, pp. 134-153
-
-
Opsomer, J.1
Wang, Y.2
Yang, Y.3
-
39
-
-
49249122268
-
An adaptive wavelet neural network-based energy price forecasting in electricity markets
-
N.M. Pindoriya, S.N. Singh, and S.K. Singh An adaptive wavelet neural network-based energy price forecasting in electricity markets IEEE Transactions on Power Systems 23 3 2008 1423 1432
-
(2008)
IEEE Transactions on Power Systems
, vol.23
, Issue.3
, pp. 1423-1432
-
-
Pindoriya, N.M.1
Singh, S.N.2
Singh, S.K.3
-
40
-
-
70149113077
-
-
R Development Core Team R Foundation for Statistical Computing, Vienna, Austria ISBN 3-900051-07-0
-
R Development Core Team, R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, 2009, ISBN 3-900051-07-0.
-
(2009)
R: A Language and Environment for Statistical Computing
-
-
-
41
-
-
0347948988
-
Consistent cross-validatory model-selection for dependent data: Hv-block cross-validation
-
J. Racine Consistent cross-validatory model-selection for dependent data: hv-block cross-validation Journal of Econometrics 99 1 2000 39 61
-
(2000)
Journal of Econometrics
, vol.99
, Issue.1
, pp. 39-61
-
-
Racine, J.1
-
42
-
-
19044371729
-
Testing for unit roots in autoregressive-moving average models of unknown order
-
S.E. Said, and D.A. Dickey Testing for unit roots in autoregressive- moving average models of unknown order Biometrika 71 1984 599 607
-
(1984)
Biometrika
, vol.71
, pp. 599-607
-
-
Said, S.E.1
Dickey, D.A.2
-
43
-
-
0642336882
-
An asymptotic theory for linear model selection
-
J. Shao An asymptotic theory for linear model selection Statistica Sinica 7 1997 221 264 (Pubitemid 127473663)
-
(1997)
Statistica Sinica
, vol.7
, Issue.2
, pp. 221-264
-
-
Shao, J.1
-
45
-
-
84856453929
-
On cross-validation for predictor evaluation in time series
-
T.K. Dijkstra (Ed.)
-
T.A.B. Snijders, On cross-validation for predictor evaluation in time series, in: T.K. Dijkstra (Ed.), On Model Uncertainty and its Statistical Implications, 1988, pp. 56-69.
-
(1988)
On Model Uncertainty and Its Statistical Implications
, pp. 56-69
-
-
Snijders, T.A.B.1
-
47
-
-
0034288853
-
Out-of-sample tests of forecasting accuracy: An analysis and review
-
L.J. Tashman Out-of-sample tests of forecasting accuracy: an analysis and review International Journal of Forecasting 16 4 2000 437 450
-
(2000)
International Journal of Forecasting
, vol.16
, Issue.4
, pp. 437-450
-
-
Tashman, L.J.1
-
50
-
-
33645018423
-
Accumulative prediction error and the selection of time series models
-
DOI 10.1016/j.jmp.2006.01.004, PII S0022249606000058, Model Selection: Theoretical Developments and Applications
-
E.-J. Wagenmakers, P. Grünwald, and M. Steyvers Accumulative prediction error and the selection of time series models Journal of Mathematical Psychology 50 2 2006 149 166 (Pubitemid 43414940)
-
(2006)
Journal of Mathematical Psychology
, vol.50
, Issue.2
, pp. 149-166
-
-
Wagenmakers, E.-J.1
Grunwald, P.2
Steyvers, M.3
-
52
-
-
34548619946
-
A neural network ensemble method with jittered training data for time series forecasting
-
DOI 10.1016/j.ins.2007.06.015, PII S0020025507003003, Including: Mathematics of Uncertainty
-
G.P. Zhang A neural network ensemble method with jittered training data for time series forecasting Information Sciences 177 23 2007 5329 5346 (Pubitemid 47409984)
-
(2007)
Information Sciences
, vol.177
, Issue.23
, pp. 5329-5346
-
-
Zhang, G.P.1
-
53
-
-
10144261894
-
Size matters: The standard error of regressions in the American Economic Review
-
DOI 10.1016/j.socec.2004.09.024, PII S1053535704000836, Statistical Significance
-
S.T. Ziliak, and D.N. McCloskey Size matters: the standard error of regressions in the american economic review Journal of Socio-Economics 33 5 2004 527 546 (Pubitemid 39615256)
-
(2004)
Journal of Socio-Economics
, vol.33
, Issue.5
, pp. 527-546
-
-
Ziliak, S.T.1
McCloskey, D.N.2
|