Bootstrap confidence intervals for biodiversity measures based on Gini index and entropy

被引:6
|
作者
Pesenti, Nicola [1 ]
Quatto, Piero [1 ]
Ripamonti, Enrico [1 ]
机构
[1] Univ Milano Bicocca, Dept Econ Management & Stat, Milan, Italy
关键词
Gini-Simpson index; Shannon-Wiener index; Leti index; Laakso-Taagepera index; Bootstrap methods; Confidence intervals;
D O I
10.1007/s11135-016-0443-x
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Monitoring the richness and the diversity of species living in an ecosystem is an important goal of ecology. To this purpose, measures of biodiversity have been introduced as statistical summaries of the abundance vector. In particular, we take into consideration the Gini-Simpson and the Shannon-Wiener indices, along with the effective number of species calculated through these measures, proposed, respectively, by Laakso and Taa-gepera (Comp Polit Stud 12:3-25, 1979) and Leti (Statistica descrittiva, Bologna, Il Mulino, 1983). It is an open question how to associate to these indices a measure of uncertainty. In this paper we compare confidence intervals based on these measures, calculated through three different bootstrap methods: percentile, -t and accelerated bias-corrected percentile. We recommend to practitioners to use the percentile procedure, as it is straightforward and computationally feasible, providing results very close to those obtained by more complex techniques.
引用
收藏
页码:847 / 858
页数:12
相关论文
共 50 条
  • [1] Bootstrap confidence intervals for biodiversity measures based on Gini index and entropy
    Nicola Pesenti
    Piero Quatto
    Enrico Ripamonti
    [J]. Quality & Quantity, 2017, 51 : 847 - 858
  • [2] Bootstrap Confidence intervals for the Shannon biodiversity index: A simulation study
    Laura Pla
    [J]. Journal of Agricultural, Biological, and Environmental Statistics, 2004, 9 : 42 - 56
  • [3] Bootstrap confidence intervals for the Shannon biodiversity index: A simulation study
    Pla, L
    [J]. JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2004, 9 (01) : 42 - 56
  • [4] Bootstrap confidence intervals for the Pareto index
    Guillou, A
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2000, 29 (01) : 211 - 226
  • [5] Single Imputation Methods and Confidence Intervals for the Gini Index
    Alvarez-Verdejo, Encarnacion
    Moya-Fernandez, Pablo J.
    Munoz-Rosas, Juan Francisco F.
    [J]. MATHEMATICS, 2021, 9 (24)
  • [6] On the bootstrap confidence intervals of the process incapability index Cpp
    Chou, CY
    Lin, YC
    Chang, CL
    Chen, CH
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2006, 91 (04) : 452 - 459
  • [7] BOOTSTRAP CONFIDENCE INTERVALS OF SOFTWARE RELIABILITY MEASURES BASED ON A GAMMA FUNCTION MODEL
    Kimura, Mitsuhiro
    [J]. INTERNATIONAL JOURNAL OF RELIABILITY QUALITY & SAFETY ENGINEERING, 2008, 15 (01): : 55 - 66
  • [8] Bootstrap confidence intervals
    DiCiccio, TJ
    Efron, B
    [J]. STATISTICAL SCIENCE, 1996, 11 (03) : 189 - 212
  • [9] Bootstrap confidence intervals for correlation between continuous repeated measures
    Shan, Guogen
    Zhang, Hua
    Barbour, Jim
    [J]. STATISTICAL METHODS AND APPLICATIONS, 2021, 30 (04): : 1175 - 1195
  • [10] Bootstrap confidence intervals for correlation between continuous repeated measures
    Guogen Shan
    Hua Zhang
    Jim Barbour
    [J]. Statistical Methods & Applications, 2021, 30 : 1175 - 1195