Description Usage Arguments Value Author(s) References Examples
ChaoShared is a function to provide a shared species estimator in tow communities based on the following two sampling schemes.
In each community, a random sample of individuals is taken and species frequencies or abundances are recored;
Each communtiy is sample several times or the whole area is divided into several quadrats and species presence/absence data for multiple samples/quadrats are recorded.
1 2 | ChaoShared(data, datatype = c("abundance", "incidence"), se = TRUE, nboot = 200,
conf = 0.95)
|
data |
a numerical matrix or a data frame with two columns. Each column represent the species abundances or incidence frequencies of each community.
If |
datatype |
the data type of input data. That is individual-based abundance data ( |
se |
calculate bootstrap standard error and show confidence interval; default is |
nboot |
the number of bootstrap resampling times, default is |
conf |
a positive number ≤ 1. " |
ChaoShared returns a list of two. First is the basic data informaiton; the other is a table of various estimators, their standard error and 100*conf
% confidence interval.
Y.H. Lee ; K.S. Tseng ; Anne Chao
Maintainer : Anne Chao chao@stat.nthu.edu.tw
Chao, A., Hwang, W.-H., Chen, Y.-C. and Kuo. C.-Y. (2000). Estimating the number of shared species in two communities. Statistica Sinica 10, 227-246.
Chao, A., Shen, T.-J. and Hwang, W. H. (2006). Application of Laplace's boundary-mode approximations to estimate species and shared species richness. Australian and New Zealand Journal of Statistics 48, 117-128.
Pan, H. Y., Chao, A. and Foissner, W. (2009). A non-parametric lower bound for the number of species shared by multiple communities. Journal of Agricultural, Biological and Environmental Statistics. 14, 452-468.
1 2 3 4 5 6 7 8 9 10 11 | # load the individual-base (abundance) data
data(Birds2Estuaries)
# Estimation of shared species
ChaoShared(Birds2Estuaries, datatype="abundance", se=TRUE, nboot=200, conf=0.95)
# load the presence/absence sample-base (incidence) data
data(BBR)
# Estimation of shared species
ChaoShared(BBR, datatype="incidence", se=TRUE, nboot=200, conf=0.95)
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