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~isPartOf:"International journal of forecasting"
~isPartOf:"Risks : open access journal"
~subject:"Künstliche Intelligenz"
~subject:"Schätztheorie"
~type:"article"
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Künstliche Intelligenz
Schätztheorie
Forecasting model
1,650
Prognoseverfahren
1,650
Theorie
778
Theory
778
Time series analysis
460
Zeitreihenanalyse
460
Forecast
316
Prognose
309
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281
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281
Estimation
167
Schätzung
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Hyndman, Rob J.
3
Kapetanios, George
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Panagiotelis, Anastasios
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Tao, Hong
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Taylor, James W.
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Teräsvirta, Timo
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Chaleampong Kongcharoen
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Espasa Terrades, Antoni
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2
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Kolassa, Stephan
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Kourentzes, Nikolaos
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Liu, Bidong
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International journal of forecasting
Risks : open access journal
Journal of forecasting
104
Journal of econometrics
75
Journal of business & economic statistics : JBES ; a publication of the American Statistical Association
50
European journal of operational research : EJOR
38
Economics letters
28
Computational economics
27
Technological forecasting & social change : an international journal
27
Finance research letters
25
Journal of risk and financial management : JRFM
23
International journal of production research
19
Financial innovation : FIN
17
Applied economics letters
16
Decision analytics journal
16
Applied economics
15
International review of financial analysis
15
Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria
14
Empirical economics : a quarterly journal of the Institute for Advanced Studies
14
Journal of financial econometrics
14
Management science : journal of the Institute for Operations Research and the Management Sciences
14
Economic modelling
13
International journal of production economics
13
Quantitative finance
13
The econometrics journal
13
Insurance / Mathematics & economics
12
Journal of empirical finance
12
Journal of the American Statistical Association : JASA
12
Econometric theory
11
Energy economics
11
International Journal of Energy Economics and Policy : IJEEP
11
Journal of banking & finance
11
Research in international business and finance
11
The Journal of finance and data science : JFDS
11
The North American journal of economics and finance : a journal of financial economics studies
11
Econometric reviews
10
Health care management science : a new journal serving the international health care management community
10
International journal of business information systems : IJBIS
10
Journal of business analytics
10
Computers & operations research : and their applications to problems of world concern ; an international journal
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ECONIS (ZBW)
180
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180
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1
Model error (or ambiguity) and its estimation, with particular application to loss reserving
Taylor, Greg
;
Mc Guire, Gráinne
- In:
Risks : open access journal
11
(
2023
)
11
,
pp. 1-28
This paper is concerned with the estimation of
forecast
error, particularly in relation to insurance loss reserving ….
Forecast
error is generally regarded as consisting of three components, namely parameter, process and model errors. The first …
Persistent link: https://www.econbiz.de/10014435599
Saved in:
2
Evaluating the effectiveness of modern forecasting models in predicting commodity futures prices in volatile economic times
Vancsura, László
;
Tatay, Tibor
;
Bareith, Tibor
- In:
Risks : open access journal
11
(
2023
)
2
,
pp. 1-16
The paper seeks to answer the question of how price forecasting can contribute to which techniques gives the most accurate results in the futures commodity market. A total of two families of models (decision trees, artificial intelligence) were used to produce estimates for 2018 and 2022 for 21-...
Persistent link: https://www.econbiz.de/10014233184
Saved in:
3
Advancing the use of deep learning in loss reserving : a Generalized DeepTriangle approach
Feng, Yining
;
Li, Shuanming
- In:
Risks : open access journal
12
(
2024
)
1
,
pp. 1-14
This paper proposes a generalized deep learning approach for predicting claims developments for non-life insurance reserving. The generalized approach offers more flexibility and accuracy in solving actuarial reserving problems. It predicts claims outstanding weighted by exposure instead of loss...
Persistent link: https://www.econbiz.de/10014480914
Saved in:
4
A generalized linear model and machine learning approach for predicting the frequency and severity of cargo insurance in Thailand's border trade context
Praiya Panjee
;
Sataporn Amornsawadwatana
- In:
Risks : open access journal
12
(
2024
)
2
,
pp. 1-33
insurance companies to enhance risk assessment processes, set suitable premiums, manage reserves, and accurately
forecast
claim …
Persistent link: https://www.econbiz.de/10014497395
Saved in:
5
Machine learning in forecasting motor insurance claims
Poufinas, Thomas
;
Gkonkas, Periklēs
;
Papadimitiou, …
- In:
Risks : open access journal
11
(
2023
)
9
,
pp. 1-19
Vector Machines-SVM, Decision Trees, Random Forests, and Boosting) to
forecast
the average (mean) insurance claim per insured …
Persistent link: https://www.econbiz.de/10014375275
Saved in:
6
Application of the kNN-Based method and survival approach in estimating loss given default for unresolved cases
Ptak-Chmielewska, Aneta
;
Kopciuszewski, Paweł
; …
- In:
Risks : open access journal
11
(
2023
)
2
,
pp. 1-14
A vast majority of Loss Given Default (LGD) models are currently in use. Over all the years since the new Capital Accord was published in June 2004, there has been increasing interest in the modelling of the LGD parameter on the part of both academics and practitioners. The main purpose of this...
Persistent link: https://www.econbiz.de/10014245738
Saved in:
7
Optimizing pension participation in Kenya through predictive modeling : a comparative analysis of tree-based machine learning algorithms and logistic regression classifier
Yego, Nelson Kemboi
;
Kasozi, Juma
;
Nkurunziza, Joseph
- In:
Risks : open access journal
11
(
2023
)
4
,
pp. 1-21
Pension plans play a vital role in the economy by impacting savings, consumption, and investment allocation. Despite declining mortality rates and increasing life expectancy, pension enrollment remains low, affecting the long-term financial stability and well-being of populations. To address...
Persistent link: https://www.econbiz.de/10014303858
Saved in:
8
Recent advances in intra-hour solar forecasting : a review of ground-based sky image methods
Lin, Fan
;
Zhang, Yao
;
Wang, Jianxue
- In:
International journal of forecasting
39
(
2023
)
1
,
pp. 244-265
Persistent link: https://www.econbiz.de/10014462778
Saved in:
9
Physics-informed Gaussian process regression for states estimation and forecasting in power grids
Tartakovsky, Alexandre M.
;
Ma, Tong
;
Barajas-Solano, …
- In:
International journal of forecasting
39
(
2023
)
2
,
pp. 967-980
Persistent link: https://www.econbiz.de/10014465184
Saved in:
10
An approach for variable selection and prediction model for estimating the Risk-Based Capital (RBC) based on machine learning algorithms
Park, Jaewon
;
Shin, Minsoo
- In:
Risks : open access journal
10
(
2022
)
1
,
pp. 1-20
The risk-based capital (RBC) ratio, an insurance company's financial soundness system, evaluates the capital adequacy needed to withstand unexpected losses. Therefore, continuous institutional improvement has been made to monitor the financial solvency of companies and protect consumers' rights,...
Persistent link: https://www.econbiz.de/10012805414
Saved in:
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