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Discussion of “An analysis of global warming in the Alpine region based on nonlinear nonstationary time series models” by F. Battaglia and M. K. Protopapas

机译：讨论“基于非线性非平稳时间序列模型的阿尔卑斯地区全球变暖分析”，作者：F. Battaglia和m. K. protopapas

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The annual temperatures recorded for the last two centuries in fifteen european stations around the Alps are analyzed. They show a global warming whose growth rate is not however constant in time. An analysis based on linear Arima models does not provide accurate results. Thus, we propose threshold nonlinear nonstationary models based on several regimes both in time and in levels. Such models fit all series satisfactorily, allow a closer description of the temperature changes evolution, and help to discover the essential differences in the behavior of the different stations.

机译：分析了阿尔卑斯山周围十五个欧洲站点过去两个世纪记录的年度温度。它们显示出全球变暖，但是其增长率在时间上并不是恒定不变的。基于线性Arima模型的分析无法提供准确的结果。因此，我们提出了基于时间和水平上几种状态的阈值非线性非平稳模型。这样的模型可以令人满意地适合所有系列，可以更精确地描述温度变化的演变过程，并有助于发现不同站的行为之间的本质差异。

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Mudelsee Manfred;
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年度 2012
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1. Discussion of 'An analysis of global warming in the Alpine region based on nonlinear nonstationary time series models' by F. Battaglia and M. K. Protopapas [J] . M. Mudelsee Statistical Methods and Applications . 2012,第3期

机译：F. Battaglia和M. K. Protopapas讨论了“基于非线性非平稳时间序列模型的高山地区全球变暖分析”
2. Discussion of 'An analysis of global warming in the Alpine region based of nonlinear nonstationary time series models' by F. Battaglia and M. K. Protopapas [J] . Domenico Piccolo Statistical Methods and Applications . 2012,第3期

机译：F. Battaglia和M. K. Protopapas讨论了“基于非线性非平稳时间序列模型的高山地区全球变暖分析”
3. A comment on 'An analysis of global warming in the Alpine Region based on nonlinear nonstationary time series models' by F. Battaglia and M. K. Protopapas [J] . Francesco Giordano, Cira Perna, Cosimo D. Vitale Statistical Methods and Applications . 2012,第3期

机译：F. Battaglia和M. K. Protopapas对“基于非线性非平稳时间序列模型的高山地区全球变暖分析”的评论
4. New method for nonlinear and nonstationary time series analysis: empirical mode decomposition and Hilbert spectral analysis [C] . Norden E. Huang, NASA Goddard Space Flight Ctr., Greenbelt, Conference on wavelet applications . 2000

机译：非线性和非平稳时间序列分析的新方法：经验模态分解和希尔伯特频谱分析
5. Essays in Time Series Econometrics: Nonlinear, Nonstationary GMM Estimation, Credit Shock Transmission, and Global VAR Models [D] . Han, Fei 2012

机译：时间序列计量经济学中的论文：非线性，非平稳GMM估计，信用冲击传递和全局VAR模型
6. A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series [O] . Li-wei H. Lehman, Roger G. Mark, Shamim Nemati -1

机译：基于模型的机器学习方法从非平稳生命周期时间序列中探寻自主调节
7. An analysis of global warming in the Alpine region based on nonlinear nonstationary time series models [O] . Francesco Battaglia, Mattheos K. Protopapas 2012

机译：基于非线性非平稳时间序列模型的高山地区全球变暖分析
8. Estimation in Nonlinear Time Series Model II: Some Nonstationary Series [R] . Tjostheim, D. 1984

机译：非线性时间序列模型II的估计：一些非平稳序列

Discussion of “An analysis of global warming in the Alpine region based on nonlinear nonstationary time series models” by F. Battaglia and M. K. Protopapas

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