Bootstrap interval estimation of wildlife population sizes from multiple surveys

Show simple item record Mutsvairo, Itayi 2008-05-22T09:01:07Z 2008-05-22T09:01:07Z 2008-05-22T09:01:07Z
dc.description.abstract The research deals with bootstrap interval estimation of wildlife population sizes from multiple surveys in the Hluhluwe-Umfolosi Park. The jackknife procedure was also used to provide the standard errors for the survey estimates. The main wildlife speciese studied in the research were the White and Black Rhino. The survey estimates for the wildlife species were obtained using line transect sampling and mark-recapture methods respectively. The bootstrap and jackknife procedures were applied separately to each of the datasets. Bootstrap estimates for each of the time point were obtained and the confidence intervals of the bootstrap estimates were constructed using percentile and standard methods. The coverage probability was assessed using the Monte Carlo simulations. Only the nonparametric bootstrap was applied in this research and the results were compared to the jackknife results. The lengths of the confidence intervals were used to assess the confidence intervals with a shorter confidence interval being more exact. The estimates used for both the bootstrap and jackknife methodology were based on a simple state space model. The discrete state space model used was proposed by Fatti et al (2002). State space models provide a natural framework for estimating and predicting animal population abundance given partial or inexact information. The model takes into account the (unknown) birth rate in the population and all known losses (mortalities and relocations) and gains (introductions) in the population between successive surveys as well as the errors in the survey estimates. en
dc.format.extent 10371 bytes
dc.format.extent 597981 bytes
dc.format.mimetype application/pdf
dc.format.mimetype application/pdf
dc.language.iso en en
dc.subject bootstrap en
dc.subject jackknife en
dc.subject wildlife en
dc.subject White Rhino en
dc.subject Black Rhino en
dc.subject Monte Carlo en
dc.title Bootstrap interval estimation of wildlife population sizes from multiple surveys en
dc.type Thesis en

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