Exact confidence intervals for population growth rate, longevity and generation time

被引:0
作者
Hernandez-Suarez, Carlos [1 ]
Rabinovich, Jorge [2 ]
机构
[1] Univ Francisco Gavidia, Inst Ciencias Tecnol & Innovac, San Salvador, El Salvador
[2] Consejo Nacl Invest Cient & Tecn, Ctr Estudios Parasitol & Vectores CEPAVE, CCT La Plata, UNLP La Plata, La Plata, Buenos Aires, Argentina
关键词
Confidence intervals; Generation time; Life history traits; Life table; Longevity; Population growth rate; LIFE TABLE PARAMETERS; MODELS; LIMITS; JACKKNIFE; VARIANCE;
D O I
10.1016/j.tpb.2023.11.002
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
By quantifying key life history parameters in populations, such as growth rate, longevity, and generation time, researchers and administrators can obtain valuable insights into its dynamics. Although point estimates of demographic parameters have been available since the inception of demography as a scientific discipline, the construction of confidence intervals has typically relied on approximations through series expansions or computationally intensive techniques. This study introduces the first mathematical expression for calculating confidence intervals for the aforementioned life history traits when individuals are unidentifiable and data are presented as a life table. The key finding is the accurate estimation of the confidence interval for r, the instantaneous growth rate, which is tested using Monte Carlo simulations with four arbitrary discrete distributions. In comparison to the bootstrap method, the proposed interval construction method proves more efficient, particularly for experiments with a total offspring size below 400. We discuss handling cases where data are organized in extended life tables or as a matrix of vital rates. We have developed and provided accompanying code to facilitate these computations.
引用
收藏
页码:1 / 9
页数:9
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