Projections from the Modified Lee-Carter Model
A deep learning integrated Lee-Carter model
... the Lee–Carter ...original Lee–Carter formulation introducing a Recurrent Neural Network with Long Short-Term Memory (LSTM) architecture to forecast future evolution of κ t parameter, ...
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Extending the Lee Carter Model: a Three-way Decomposition
... Tucker3 model residuals for each age group from 0, ...Three-Way Model The advantages of the Lee-Carter model are essentially twofold: ...simple model which is combined ...
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A comparison of the Lee-Carter model and AR-ARCH model for forecasting mortality rates
... The model presented by Lee and Carter (1992) appears to be the first model that considers the increased life expectancy trends in mortality ...data from many ...with ...
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Mortality modeling: Lee-Carter and the macroeconomy
... mortality from transportation accidents in Argentina and Chile using GDP as a proxy for the level of infrastructure and effort invested in transportation ...(VAR) model that allows studying the short-run ...
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Comparison of Lee Carter Model and Cairns, Blake and Dowd Model in Forecasting Malaysian Higher Age Mortality
... LC model projected mortality more accurately for female and CBD did projected accurately for male although LC does seem fit the data better historically through the in sample ...suggestions from other ...
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Stochastic Modeling of Mortality Risks in Nigeria Using Lee-Carter and Renshaw-Haberman Model
... The Lee-Carter class of models allows for greater flexibility in the age ...the model M2 for the data ...then model M1 is preferred for the dataset. This model fits the dataset well, ...
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Trend forecasting of main groups of causes-of-death in Iran using the Lee-Carter model
... In a project carried out by World Health Organization to estimate the number of causes of death in 2030, it is anticipated that diseases of the circulatory systems, neo- plasms, diseases of the respiratory system and ...
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Multiple mortality modeling in Poisson Lee-Carter framework
... mortality model, the analysis is focused on more than one population by taking into account a joint ...arises from the difference in mortality improvements between the insured population and the population ...
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Multiple mortality modeling in Poisson Lee–Carter framework
... mortality model, the analysis is focused on more than one population by taking into account a joint ...arises from the difference in mortality improvements between the insured population and the population ...
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The Lee–Carter Method for Mortality Forecasting: the Сase of the Republic
... the Lee–Carter method, ARIMA model 1 Introduction In the Russian Federation, after a period of high rise of mortality rate during 1990s, the situation changes into upward dynamics since ...2004. ...
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The Poisson Log-Bilinear Lee-Carter Model: Applications Of efficient bootstrap methods to annuity analyses
... the Lee-Carter ...mortality projections, based on the idea of obtaining an acceptable accuracy of the estimate by means of variance reducing ...
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The Poisson Log-Bilinear Lee-Carter Model: Applications Of efficient bootstrap methods to annuity analyses
... the Lee-Carter ...mortality projections, based on the idea of obtaining an acceptable accuracy of the estimate by means of variance reducing ...
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Comparison of the Lee-Carter and Arch in Modelling and Forecasting Mortality in Zimbabwe
... the lee-carter model. They fitted the model to Italian mortality rates for the period 1965-1999 and generating forecasts for the subsequent nine years, up to ...their model by ...
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Individual Welfare Gains from Deferred Life-Annuities under Stochastic Lee-Carter Mortality
... policyholder. At the end of the deferment period, he may either choose to receive annuity payouts, calculated based on a mortality table agreed to at contract inception, or receive the accumulated capital as a lump sum. ...
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Lee-Carter goes risk-neutral: an application to the Italian annuity market
... mortality projections performed by the Italian National Institute for Statistics (Istituto Nazionale di ...obtained from the Lee-Carter model, fitted to population ...
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Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions
... taken from the Human Mortality Database ...variants. Lee and Carter (1992) used US data for the full period available, ...series model with a non-linear trend which falls outside the scope of ...
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Modeling Mortality Rates Using Heligman-Pollard and Lee-Carter in Nigeria
... HP) model and Lee-Carter (Henceforth LC) model have been widely accepted and use by researchers in forecasting future ...LC model parameters were estimated based on the singular value ...
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Forecasting Mortality in Related Populations Using Lee-Carter Type Models
... The data cover a span of 35 years, from 1974 to 2008 1 . In the analysis the focus is on the male mortality data for the age interval 20-89. The ages over 89 years are excluded due to the exiguous number of ...
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Long-Term Sales Forecasting Using Lee-Carter And Holt-Winters Methods
... computer model for forecasting beer consumption in UK by applying Mathematics techniques of correlation analysis, regression ...The model would have been accurate within 10% on 90% of occasions for ...
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On simulation-based approaches to risk measurement in mortality with specific reference to Poisson Lee-Carter modelling
... parameter model (Gompertz s law) In order to take the development further, we take a well-known data set from the mortality literature and apply a model, which can be presented in a linear ...
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