ChaoShared: Estimation of the number of shared species in two communities

Description Usage Arguments Value Author(s) References Examples

Description

ChaoShared is a function to provide a shared species estimator in tow communities based on the following two sampling schemes.

  1. In each community, a random sample of individuals is taken and species frequencies or abundances are recored;

  2. 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.

Usage

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ChaoShared(data, datatype = c("abundance", "incidence"), se = TRUE, nboot = 200, 
           conf = 0.95)

Arguments

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 = "incidence", then the input format of first entry should be total number of sampling units, and followed by species incidence frequencies in each column (See examples).

datatype

the data type of input data. That is individual-based abundance data (datatype = "abundance") or presence/absence sample-base incidence data (datatype = "incidence").

se

calculate bootstrap standard error and show confidence interval; default is TRUE.

nboot

the number of bootstrap resampling times, default is 200.

conf

a positive number 1. "conf" specifies the confidence level for confidence interval. The default is 0.95.

Value

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.

Author(s)

Y.H. Lee ; K.S. Tseng ; Anne Chao
Maintainer : Anne Chao chao@stat.nthu.edu.tw

References

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.

Examples

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# 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)

JohnsonHsieh/ChaoShared documentation built on May 7, 2019, 12:01 p.m.