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package org.statcato.statistics.inferential;
import org.statcato.statistics.*;
/**
* Confidence interval class for one population mean,
* sigma (population standard deviation) unknown.
*
* @author Margaret Yau
* @version %I%, %G%
* @since 1.0
*/
public class CIOnePopMeanSigmaUnknown extends ConfidenceInterval{
private double s; // sample standard deviation
private int n; // sample size
/**
* Constructor.
*
* @param confidenceLevel confidence level, between 0 and 1
* @param n sample size
* @param mean sample mean
* @param s sample standard deviation
*/
public CIOnePopMeanSigmaUnknown(double confidenceLevel, int n,
double mean, double s) {
this.n = n;
this.s = s;
this.center = mean;
this.confidenceLevel = confidenceLevel;
}
/**
* Returns the margin of error. E = t_(alpha/2) * s / sqrt(n).
*
* @return margin of error
*/
@Override
public double marginOfError() {
return criticalValue() * s / Math.sqrt(n);
}
/**
* Returns the critical value corresponding to the given confidence level.
* Uses Student's t distribution to find t_(alpha/2), where alpha is
* the significance level (1 - confidence level).
*
* @return critical value
*/
@Override
public double criticalValue() {
double alpha = 1 - confidenceLevel;
StudentTProbabilityDistribution dist =
new StudentTProbabilityDistribution(n - 1);
return dist.inverseCumulativeProbability(1 - alpha / 2);
}
/**
* Returns the sample standard deviation.
*
* @return sample standard deviation
*/
public double getStdev() {
return s;
}
/**
* Returns the sample size.
* @return sample size
*/
public double getN() {
return n;
}
}
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