precision: Sample size for given precision or precision for given sample...

In emon: Tools for Environmental and Ecological Survey Design

Description

Precision is measured by the width of a 100(1-alpha) The function generates the sample size needed to achieve this or the precision achieved for a specified sample size.

Usage

precision(d, n, pars, method="sample size", alpha=0.05, minint=1, maxint=500) 

Arguments

d	The Confidence Interval width required (for use with method="sample size"). This can be a vector.
n	Sample size (for use with method="width"). This can be a vector.
pars	Standard deviation of the variable
method	Whether sample size is required ("sample size") or precision ("width").
alpha	Defines the (1-alpha/2) percentage point of the t-dristribution used in the confidence interval.
minint	Lower bound to be used in the search interval for the sample size.
maxint	Upper bound to be used in the search interval for the sample size.

Details

The width of a Confidence Interval for the mean is given by the standard formula d = 2 * sigma * t(1-alpha/2, n-1) / sqrt(n), where sigma is the standard deviation and n is the sample size. t(.) is the relevant quantile of the t distribution function.If sample size is required then we can turn this equation round to get n = [2 * sigma * t(1-alpha/2, n-1)/d]^2. To solve this equation for the sample size n, precision uses the function optimize.

Value

n	Sample sizes.
d	Confidence interval widths.

Author(s)

Jon Barry: [e-mail]

Examples

precision(d=c(1,1.2,1.5), pars=1, method="sample size", alpha=0.05)

precision(d=c(4), pars=1, method="sample size", alpha=0.05)

precision(n=c(20,25), pars=1, method="width", alpha=0.05)

emon documentation built on May 2, 2019, 6:02 p.m.