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Mortality, longevity and experiments with the Lee–Carter model
Lifetime Data Analysis, 2008The paper reviews the Lee-Carter modelling framework, illustrated with an application, and then extends the framework through the development of a wider class of generalised, parametric, non-linear models. The choice of error distribution is also generalised. These extensions permit the modelling and extrapolation of age-specific cohort effects as well
Haberman, Steven, Renshaw, Arthur
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Modelling Period Effect of Lee-Carter Mortality Model with SETAR Model
Journal of Statistical Modelling and Analytics, 2022Mortality dynamics plays an important role in understanding mortality and life expectancy that will impact on economy of the countries. Many studies have considered Lee Carter method with time index as an indicator to do the forecasting. In order to forecast the mortality rates, the period index in the Lee Carter model is applied to the random walk ...
Zulkifle, Haneef +3 more
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Inference pitfalls in Lee–Carter model for forecasting mortality
Insurance: Mathematics and Economics, 2016zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Leng, Xuan, Peng, Liang
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Multidimensional Lee–Carter model with switching mortality processes
Insurance: Mathematics and Economics, 2012zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Forecasting college populations via Lee-Carter models
2015In Colleges with large student populations, it is important to have a system for monitoring their evolution along the time. Proper measurement and interpretation are necessary to help evaluate the effects of different policies, changes in student regulations, medical costs, insurance, student welfare, etc.
Gómez, Norman Diego Giraldo +1 more
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Inference for the Lee-Carter Model With An AR(2) Process
Methodology and Computing in Applied Probability, 2021zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Li, Deyuan +3 more
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The Lee-Carter Model for Forecasting Mortality, Revisited
North American Actuarial Journal, 2007Abstract Interrupting phenomena are commonly encountered in time-series data analysis with the study of mortality trends being no exception. Nevertheless, previous demographic forecasts have paid little attention to the existence of such phenomena. In this study we use mortality data from Canada and the United States to perform time-series outlier ...
Siu-Hang Li, Wai-Sum Chan
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Using data for six OECD countries, this paper studies the effect of macroeconomic conditions on the mortality index kt in the well-known Lee-Carter model. Significant correlations are found with real GDP growth rates in Australia, Canada, and the United States, and with unemployment rate changes in Japan, for the period 1950–2005.
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Fuzzy formulation of the Lee–Carter model for mortality forecasting
Insurance: Mathematics and Economics, 2006zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Koissi, Marie-Claire, Shapiro, Arnold F.
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BIAS-CORRECTED INFERENCE FOR A MODIFIED LEE–CARTER MORTALITY MODEL
ASTIN Bulletin, 2019AbstractAs a benchmark mortality model in forecasting future mortality rates and hedging longevity risk, the widely employed Lee–Carter model (Lee, R.D. and Carter, L.R. (1992) Modeling and forecasting U.S. mortality. Journal of the American Statistical Association, 87, 659–671.) suffers from a restrictive constraint on the unobserved mortality index ...
Liu, Qing +3 more
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