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| Lee-Carter Model× | Phân tích Bàn Lập Sinh Mệnh (Life Table Analysis)× | Lý thuyết Dân số Ổn định× | |
|---|---|---|---|
| Lĩnh vực | Nhân khẩu học | Nhân khẩu học | Nhân khẩu học |
| Họ≠ | Regression model | Survival analysis | Regression model |
| Năm ra đời≠ | 1992 | 1984 | 1972 |
| Người khởi xướng≠ | Ronald Lee & Lawrence Carter | Demographic/actuarial tradition; Chiang | Alfred J. Lotka; Ansley Coale |
| Loại≠ | Stochastic mortality forecasting model | Age-structured mortality estimator | Mathematical demographic model |
| Công trình gốc≠ | Lee, R. D., & Carter, L. R. (1992). Modeling and forecasting U.S. mortality. Journal of the American Statistical Association, 87(419), 659–671. DOI ↗ | Chiang, C. L. (1984). The Life Table and Its Applications. Robert E. Krieger Publishing. ISBN: 978-0-89874-565-2 | Coale, A. J. (1972). The Growth and Structure of Human Populations: A Mathematical Investigation. Princeton University Press. ISBN: 978-0-691-09357-4 |
| Tên gọi khác | LC Model, Lee-Carter Mortality Model, Singular Value Decomposition Mortality Model, Lee-Carter Ölümlülük Modeli | Mortality Table, Actuarial Table, Survival Table, Yaşam Tablosu | Lotka-Coale Stable Population Model, Stable Age Distribution Theory, Stationary Population Theory, Kararlı Nüfus Teorisi |
| Liên quan≠ | 2 | 3 | 2 |
| Tóm tắt≠ | The Lee-Carter model is a stochastic framework for modeling and forecasting age-specific mortality rates, introduced by Ronald Lee and Lawrence Carter in their landmark 1992 paper. It decomposes the logarithm of age-specific death rates into an age pattern of mortality, a time-varying index of mortality level, and an age-specific sensitivity of that index, then forecasts the time index using ARIMA time-series methods to generate probabilistic mortality projections. | A life table is a systematic, age-structured summary of the mortality experience of a population. It traces a hypothetical cohort of births — conventionally 100,000 — through successive age intervals, recording how many survive, how many die, and how many person-years are lived at each interval. The method was formalized in its modern probabilistic form by Chiang (1984), synthesizing centuries of actuarial and demographic practice into a rigorous statistical framework applicable to human and biological populations alike. | Stable Population Theory is a mathematical framework in demography that describes the age structure and growth dynamics of a closed population subject to constant age-specific fertility and mortality schedules over a long period. Foundational work by Alfred J. Lotka established the core integral equation in the early twentieth century, and Ansley Coale's 1972 mathematical synthesis became the definitive theoretical reference, showing that any population exposed to invariant vital rates will converge to a unique stable age distribution growing at a fixed intrinsic rate of natural increase. |
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