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Search: subject:"Gaussian Process"
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Gaussian process
232
Gauß-Prozess
117
Stochastischer Prozess
103
Stochastic process
101
Theorie
85
Theory
84
Estimation theory
64
Schätztheorie
64
Gaussian process regression
53
Bayesian inference
49
Bayes-Statistik
48
Regression analysis
32
Regressionsanalyse
32
Forecasting model
29
Prognoseverfahren
29
Simulation
26
Statistische Verteilung
26
Statistical distribution
25
Artificial intelligence
24
Künstliche Intelligenz
24
Nichtparametrisches Verfahren
23
Nonparametric statistics
23
Time series analysis
23
Zeitreihenanalyse
23
Option pricing theory
19
Optionspreistheorie
19
Bootstrap approach
18
Bootstrap-Verfahren
18
Maximum likelihood estimation
17
Volatilität
17
Kriging
16
Maximum-Likelihood-Schätzung
16
Volatility
16
Bayesian optimization
14
Mathematical programming
14
Mathematische Optimierung
14
Modellierung
14
Scientific modelling
14
Gaussian Process
13
Zinsstruktur
13
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Online availability
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Undetermined
176
Free
160
CC license
17
Type of publication
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Article
237
Book / Working Paper
134
Type of publication (narrower categories)
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Article in journal
133
Aufsatz in Zeitschrift
133
Working Paper
83
Graue Literatur
75
Non-commercial literature
75
Arbeitspapier
71
Article
13
Aufsatz im Buch
7
Book section
7
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5
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5
research-article
2
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1
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English
276
Undetermined
93
French
1
Russian
1
Author
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Kleijnen, Jack P. C.
14
Chernozhukov, Victor
12
Xu, Xiaojie
11
Jin, Bingzi
10
Linton, Oliver
10
Sentana, Enrique
10
Fiorentini, Gabriele
9
Whang, Yoon-Jae
7
Belloni, Alexandre
6
Cho, Jin Seo
6
Mehdad, Ehsan
6
Chetverikov, Denis
5
Kato, Kengo
5
Ludkovski, Mike
5
Chen, Xiaohong
4
Christensen, Timothy M.
4
Fernández-Val, Iván
4
Guvenen, Fatih
4
Hébert, Benjamin
4
Kleijnen, Jack P.C.
4
Lanne, Markku
4
Madera, Rocio
4
Mehdad, E.
4
Ozkan, Serdar
4
Woodford, Michael
4
Yen, Yu-Min
4
Aguilar, Jean-Philippe
3
Amengual, Dante
3
Beers, Wim C. M. van
3
Claveria, Oscar
3
Dearmon, Jacob
3
Eder, Armin
3
Fok, Dennis
3
Giudici, Paolo
3
Goos, Peter
3
Gramacy, Robert B.
3
Hall, Peter
3
Han, Heejoon
3
Härdle, Wolfgang
3
Keiler, Sebastian
3
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Institution
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Cowles Foundation for Research in Economics, Yale University
4
Tilburg University, Center for Economic Research
4
Départment des sciences administratives, Université du Québec en Outaouais (UQO)
3
Centre for Microdata Methods and Practice (CEMMAP)
2
Christian-Albrechts-Universität zu Kiel
2
International Monetary Fund (IMF)
2
National Bureau of Economic Research
2
Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät
2
Berkeley Electronic Press
1
Department of Economics and Business, Universitat Pompeu Fabra
1
Deutsche Bundesbank
1
Dipartimento di Scienze Economiche e Aziendali, Università degli Studi di Pavia
1
Institute of Economic Research, Korea University
1
London School of Economics (LSE)
1
School of Economics and Management, University of Aarhus
1
School of Economics, University of Adelaide
1
Solvay Brussels School of Economics and Management, Université Libre de Bruxelles
1
Suntory and Toyota International Centres for Economics and Related Disciplines, LSE
1
Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München
1
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CEMMAP working papers / Centre for Microdata Methods and Practice
14
Discussion paper / Center for Economic Research, Tilburg University
12
European journal of operational research : EJOR
10
Journal of Multivariate Analysis
10
Journal of econometrics
9
Stochastic Processes and their Applications
8
Journal of business & economic statistics : JBES ; a publication of the American Statistical Association
7
Operations research
7
Statistical Inference for Stochastic Processes
7
Statistics & Probability Letters
7
Computational Statistics & Data Analysis
5
Quantitative finance
5
Risks : open access journal
5
cemmap working paper
5
Annals of the Institute of Statistical Mathematics
4
Cowles Foundation Discussion Papers
4
Discussion Paper / Tilburg University, Center for Economic Research
4
International journal of production research
4
Physica A: Statistical Mechanics and its Applications
4
AStA Advances in Statistical Analysis
3
CEMFI working paper
3
CREATES research paper
3
European Journal of Operational Research
3
Insurance
3
International Journal of Energy Economics and Policy : IJEEP
3
International journal of forecasting
3
International journal of theoretical and applied finance
3
RePAd Working Paper Series
3
Risks
3
Statistical Papers / Springer
3
Working paper / National Bureau of Economic Research, Inc.
3
Annals of actuarial science
2
Applied Energy
2
Applied mathematical finance
2
Bayesian model comparison
2
CeMMAP working papers
2
Computational economics
2
Cowles Foundation discussion paper
2
Discussion paper / Centre for Economic Policy Research
2
Discussion paper series / Centre for Economic Policy Research / Financial economics
2
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Source
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ECONIS (ZBW)
234
RePEc
105
EconStor
25
BASE
3
Other ZBW resources
3
USB Cologne (EcoSocSci)
1
Showing
1
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10
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371
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1
Predicting wholesale edible oil prices through
Gaussian
process
regressions tuned with Bayesian optimization and cross-validation
Jin, Bingzi
;
Xu, Xiaojie
- In:
Asian journal of economics and banking : AJEB
9
(
2025
)
1
,
pp. 64-82
optimisations and cross-validation, we study
Gaussian
process
(GP) regressions for our forecasting needs. Findings - The produced …
Persistent link: https://www.econbiz.de/10015339298
Saved in:
2
A
Gaussian
process
regression machine learning model for forecasting retail property prices with Bayesian optimizations and cross-validation
Xu, Xiaojie
;
Zhang, Yun
-
2023
to 2021 through monthly data and
Gaussian
process
regression models. We examine ten kernels, four basis functions, and …
Persistent link: https://www.econbiz.de/10014516551
Saved in:
3
Modeling the interest rates term structure using Machine Learning : a
Gaussian
process
regression approach
Delucchi, Alessio
;
Giribone, Pier Giuseppe
- In:
Risk management magazine
18
(
2023
)
3
,
pp. 16-35
-Siegel, Svensson and de Rezende-Ferreira) up to the
Gaussian
Process
(GP) Regression, is able to define the best representation for a …
Persistent link: https://www.econbiz.de/10014491969
Saved in:
4
Gaussian
process
regression with a hybrid risk measure for dynamic risk management in the electricity market
Das, Abhinav
;
Schlüter, Stephan
- In:
Risks : open access journal
13
(
2025
)
1
,
pp. 1-18
budget using the aforementioned measures to minimize the financial risk. To generate price predictions, a
Gaussian
process
…
Persistent link: https://www.econbiz.de/10015333597
Saved in:
5
Forecasts of residential real estate price indices for ten major Chinese cities through
Gaussian
process
regressions
Jin, Bingzi
;
Xu, Xiaojie
- In:
International journal of empirical economics
4
(
2025
)
1
,
pp. 1-24
investigate
Gaussian
process
regressions across various kernels and basis functions for monthly residential real estate price …
Persistent link: https://www.econbiz.de/10015374007
Saved in:
6
Efficient training of Gaussian processes with tensor product structure
Koenig, Josie
;
Pfeffer, Max
;
Stoll, Martin
- In:
Computational Optimization and Applications
92
(
2025
)
2
,
pp. 563-587
To determine the optimal set of hyperparameters of a
Gaussian
process
based on a large number of training data, both a …
Persistent link: https://www.econbiz.de/10015517635
Saved in:
7
Predicting wholesale edible oil prices through
Gaussian
process
regressions tuned with Bayesian optimization and cross-validation
Jin, Bingzi
;
Xu, Xiaojie
- In:
Asian Journal of Economics and Banking (AJEB)
9
(
2025
)
1
,
pp. 64-82
optimisations and cross-validation, we study
Gaussian
process
(GP) regressions for our forecasting needs. Findings - The produced …
Persistent link: https://www.econbiz.de/10015557539
Saved in:
8
Structural changes and statistical causal relationships in agricultural commodities markets : the impact of public news sentiment and institutional announcements
Chalkiadakis, Ioannis
;
Peters, Gareth
;
Bagnarosa, Guillaume
- In:
Quantitative finance
25
(
2025
)
8
,
pp. 1233-1259
Persistent link: https://www.econbiz.de/10015534191
Saved in:
9
Traffic flow outlier detection for smart mobility using
Gaussian
Process
Regression assisted stochastic differential equations
Cheng, Qixiu
;
Dai, Guiqi
;
Ru, Bowei
;
Liu, Zhiyuan
;
Ma, Wei
- In:
Transportation research : an international journal
193
(
2025
),
pp. 1-15
Persistent link: https://www.econbiz.de/10015443448
Saved in:
10
Forecasts of coking coal futures price indices through
Gaussian
process
regressions
Jin, Bingzi
;
Xu, Xiaojie
- In:
Mineral economics : raw materials report
38
(
2025
)
1
,
pp. 203-217
Persistent link: https://www.econbiz.de/10015446220
Saved in:
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