A comparison of numerical approaches for statistical inference with stochastic models
CC_BY
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s00477-023-02434-z https://dlib.phenikaa-uni.edu.vn/handle/PNK/8723 |
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oai:localhost:PNK-87232023-08-07T07:17:24Z A comparison of numerical approaches for statistical inference with stochastic models Bacci, Marco Sukys, Jonas Reichert, Peter numerical approaches stochastic models CC_BY Due to our limited knowledge about complex environmental systems, our predictions of their behavior under different scenarios or decision alternatives are subject to considerable uncertainty. As this uncertainty can often be relevant for societal decisions, the consideration, quantification and communication of it is very important. Due to internal stochasticity, often poorly known influence factors, and only partly known mechanisms, in many cases, a stochastic model is needed to get an adequate description of uncertainty. As this implies the need to infer constant parameters, as well as the time-course of stochastic model states, a very high-dimensional inference problem for model calibration has to be solved. 2023-08-07T07:17:24Z 2023-08-07T07:17:24Z 2023 Book https://link.springer.com/article/10.1007/s00477-023-02434-z https://dlib.phenikaa-uni.edu.vn/handle/PNK/8723 en application/pdf Springer |
| institution |
Trường Đại học Phenikaa |
| collection |
DSpace |
| language |
English |
| topic |
numerical approaches stochastic models |
| spellingShingle |
numerical approaches stochastic models Bacci, Marco Sukys, Jonas Reichert, Peter A comparison of numerical approaches for statistical inference with stochastic models |
| description |
CC_BY |
| format |
Book |
| author |
Bacci, Marco Sukys, Jonas Reichert, Peter |
| author_facet |
Bacci, Marco Sukys, Jonas Reichert, Peter |
| author_sort |
Bacci, Marco |
| title |
A comparison of numerical approaches for statistical inference with stochastic models |
| title_short |
A comparison of numerical approaches for statistical inference with stochastic models |
| title_full |
A comparison of numerical approaches for statistical inference with stochastic models |
| title_fullStr |
A comparison of numerical approaches for statistical inference with stochastic models |
| title_full_unstemmed |
A comparison of numerical approaches for statistical inference with stochastic models |
| title_sort |
comparison of numerical approaches for statistical inference with stochastic models |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s00477-023-02434-z https://dlib.phenikaa-uni.edu.vn/handle/PNK/8723 |
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AT baccimarco acomparisonofnumericalapproachesforstatisticalinferencewithstochasticmodels AT sukysjonas acomparisonofnumericalapproachesforstatisticalinferencewithstochasticmodels AT reichertpeter acomparisonofnumericalapproachesforstatisticalinferencewithstochasticmodels AT baccimarco comparisonofnumericalapproachesforstatisticalinferencewithstochasticmodels AT sukysjonas comparisonofnumericalapproachesforstatisticalinferencewithstochasticmodels AT reichertpeter comparisonofnumericalapproachesforstatisticalinferencewithstochasticmodels |
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1787741307437842432 |