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Spot Force Mortality Models ... Law , we need to find the future values of ... g., How do we choose a feasible model among all possible candidates and by what ... – PowerPoint PPT presentation

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Title: Comment on


1
Comment on Modeling the Forward Surface of
Mortality
  • Discussant Jack C. Yue National Chengchi
    University September 26, 2009

2
About the paper
  • Modeling the Forward Surface of Mortality
  • ?D. Bauer, F. E. Benth, and R. Kiesel
  • This is an interesting paper and I will focus on
    the following two questions
  • ?Practical issues
  • ?More Examples

3
Forward Force Models
  • This paper provides an interesting history about
    the annuity, and a detailed theoretical
    development of forward force models.
  • This paper focuses on the implicit risk of
    employing mortality forecast, not on the
    mortality forecast itself.
  • ?Consistency problem of parametric forward models
  • ?Existence of finite dimensional realizations for
    Guassian forward models

4
Cohort vs. Period Life Tables
  • For the projection of mortality rates, the data
    are usually collected in the age-specific format.
  • ?For example, the famous Lee-Carter model uses
    annual mortality data and can be treated as a
    special case of age-period-cohort model,
  • where the subscripts x and t represent the age
    and time (period) effects, respectively.

5
Mortality Rates in Cohort and Period Life Tables
6
Spot Force Mortality Models
  • Most stochastic models use the mortality of all
    ages in a single year, instead of dealing with
    mortality rates in all ages for a cohort.
  • Need to project the future values parameters in
    order to obtain the future mortality rates.
  • ?In the Lee-Carter model, time series analysis
    (ARIMA) is applied on the parameter ?t.
  • ?For the Gompertz Law , we
    need to find the future values of Bt and Ct.

7
Spot Force Mortality Models (cont.)
  • As the author said, the most obvious approach is
    to replace constant parameters in spot force
    mortality models by stochastic processes.
  • ?For example, the authors use the Gompertz law as
    an example to demonstrate the forward force
    mortality models.

8
Suggestions
  • We need demonstration on how to use the proposed
    model to compute the annuity value.
  • ?e.g., How to determine the values of parameters
    in the Gompertz Law, and the future mortality
    rates.
  • How do we apply the forward force models?
  • ?e.g., How do we choose a feasible model among
    all possible candidates and by what kind of
    criterion (or criteria)?

9
Suggestions (cont.)
  • In addition to theoretical developments,
    empirical or simulation results would help the
    readers to understand.
  • ?e.g., Compare with the LC model, regarding
    errors in estimation and in prediction.
  • Give more detailed explanations (and also more
    background knowledge) why the forward force model
    is better than the spot force models.

10
Thank you for your attention!
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