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Time-series forecasting of mortality rates using transformer
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Time-series forecasting of mortality rates using transformer (2023)Time-series forecasting of mortality rate…Stock market index prediction using deep Transformer model (2022)Stock market index prediction…CALIBRATING THE LEE-CARTER AND THE POISSON LEE-CARTER MODELS VIA NEURAL NETWORKS (2022)CALIBRATING THE LEE-CARTER AN…POINT AND INTERVAL FORECASTS OF DEATH RATES USING NEURAL NETWORKS (2021)POINT AND INTERVAL FORECASTS …NEIGHBOURING PREDICTION FOR MORTALITY (2021)NEIGHBOURING PREDICTION FOR M…Time-Series Forecasting of Mortality Rates using Deep Learning (2020)Time-Series Forecasting of Mo…A neural network extension of the Lee–Carter model to multiple populations (2019)A neural network extension of…A Deep Learning Integrated Lee–Carter Model (2019)A Deep Learning Integrated Le…Grey relational analysis, principal component analysis and forecasting of carbon emissions based on long short-term memory in China (2018)Grey relational analysis, pri…COHERENT FORECASTING OF MORTALITY RATES: A SPARSE VECTOR-AUTOREGRESSION APPROACH (2017)COHERENT FORECASTING OF MORTA…Changes in life expectancy 1950–2010: contributions from age- and disease-specific mortality in selected countries (2016)Changes in life expectancy 19…Modelling Longevity Dynamics for Pensions and Annuity Business (2009)Modelling Longevity Dynamics …A Quantitative Comparison of Stochastic Mortality Models Using Data From England and Wales and the United States (2009)A Quantitative Comparison of …A Two‐Factor Model for Stochastic Mortality with Parameter Uncertainty: Theory and Calibration (2006)A Two‐Factor Model for Stocha…Applying Lee-Carter under conditions of variable mortality decline (2002)Applying Lee-Carter under con…A Poisson log-bilinear regression approach to the construction of projected lifetables (2002)A Poisson log-bilinear regres…Modeling and Forecasting U. S. Mortality (1992)Modeling and Forecasting U. S…The age pattern of mortality (1980)Applied Mathematical Demography (2005)Demographic forecasting: 1980 to 2005 in review (2006)Mortality density forecasts: An analysis of six stochastic mortality models (2011)Coherent Mortality Forecasting: The Product-Ratio Method With Functional Time Series Models (2012)Mortality by cause for eight regions of the world: Global Burden of Disease Study (1997)Broken Limits to Life Expectancy (2002)The Epidemiologic Transition: A Theory of the Epidemiology of Population Change (2005)Why is the gender gap in life expectancy decreasing? The impact of age- and cause-specific mortality in Sweden 1997–2014 (2018)Inequalities in life expectancy: An analysis of 201 countries, 1950–2015 (2020)Life expectancy and active life expectancy by marital status among older U.S. adults: Results from the U.S. Medicare Health Outcome Survey (HOS) (2020)2006 IPCC Guidelines for National Greenhouse Gas Inventories (2006)Forecasting the path of China's CO2 emissions using province-level information (2008)Forecasting the volatility of stock price index: A hybrid model integrating LSTM with multiple GARCH-type models (2018)An innovative random forest-based nonlinear ensemble paradigm of improved feature extraction and deep learning for carbon price forecasting (2020)Towards a sustainable environment: The nexus between ISO 14001, renewable energy consumption, access to electricity, agriculture and CO2 emissions in SAARC countries (2020)Multi-factor decomposition and multi-scenario prediction decoupling analysis of China's carbon emission under dual carbon goal (2022)forecast: Forecasting Functions for Time Series and Linear Models (2009)Neural Network Embedding of the Over-Dispersed Poisson Reserving Model (2018)Thirty years on: A review of the Lee–Carter method for forecasting mortality (2022)A cohort-based extension to the Lee–Carter model for mortality reduction factors (2006)Modelling and management of mortality risk: a review (2008)Bayesian Stochastic Mortality Modelling for Two Populations (2011)The Sharpe Ratio (1994)2013 IEEE International Conference on Big Data (2013)Deep learning with long short-term memory networks for financial market predictions (2017)A Stock Price Prediction Method Based on BiLSTM and Improved Transformer (2023)Stock Market Analysis Using Time Series Relational Models for Stock Price Prediction (2023)Data-driven stock forecasting models based on neural networks: A review (2024)Projections of Global Mortality and Burden of Disease from 2002 to 2030 (2006)Forecasting life expectancy, years of life lost, and all-cause and cause-specific mortality for 250 causes of death: reference and alternative scenarios for 2016–40 for 195 countries and territories (2018)Mortality Modelling and Forecasting: a Review of Methods (2008)Pricing Death: Frameworks for the Valuation and Securitization of Mortality Risk (2006)A comparative study of parametric mortality projection models (2010)Variable annuities: A unifying valuation approach (2011)
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References

  • 1992Modeling and Forecasting U. S. Mortality2,311 cited
  • 2006A Two‐Factor Model for Stochastic Mortality with Parameter Uncertainty: Theory and Calibration891 cited
  • 2002A Poisson log-bilinear regression approach to the construction of projected lifetables727 cited
  • 2009A Quantitative Comparison of Stochastic Mortality Models Using Data From England and Wales and the United States662 cited
  • 2002Applying Lee-Carter under conditions of variable mortality decline455 cited
  • 2022Stock market index prediction using deep Transformer model371 cited
  • 2018Grey relational analysis, principal component analysis and forecasting of carbon emissions based on long short-term memory in China359 cited
  • 2009Modelling Longevity Dynamics for Pensions and Annuity Business285 cited
  • 2019A neural network extension of the Lee–Carter model to multiple populations131 cited
  • 2016Changes in life expectancy 1950–2010: contributions from age- and disease-specific mortality in selected countries104 cited
  • 2019A Deep Learning Integrated Lee–Carter Model102 cited
  • 2020Time-Series Forecasting of Mortality Rates using Deep Learning96 cited
  • 2017COHERENT FORECASTING OF MORTALITY RATES: A SPARSE VECTOR-AUTOREGRESSION APPROACH60 cited
  • 2022CALIBRATING THE LEE-CARTER AND THE POISSON LEE-CARTER MODELS VIA NEURAL NETWORKS

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37 cited
  • 2021POINT AND INTERVAL FORECASTS OF DEATH RATES USING NEURAL NETWORKS36 cited
  • 2021NEIGHBOURING PREDICTION FOR MORTALITY32 cited
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