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This paper studies a long short-term memory (LSTM)-based coherent mortality forecasting method for developing countries … or regions. Many of such developing countries have experienced a rapid mortality decline over the past few decades …. However, their recent mortality development trend is not necessarily driven by the same factors as their long-term behavior …
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We present the R package trajeR which provides all necessary tools to calibrate generalized finite mixture models, plot the results graphically and test the model adequacy.First, we give an overview of the generalized finite mixture model for clustering time series and describe the core function...
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Purpose – The main purpose of this study is to detect homogeneous housing market areas among 196 districts of 5 major cities of Turkey in terms of house sale price indices. The second purpose is to forecast these 196 house sale price indices.Design/methodology/approach – In this paper, the...
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We investigate the combination of the dimension reduction methods SIR (Li, 1991) and DAME (Gather et al., 2001) with fuzzy-clustering to validate a given classification. We consider certain economic variables which are assumed to contain the information relevant to determine the current phase of...
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