covpSC: Coverage Probability of Score method

In RajeswaranV/proportion: Inference on Single Binomial Proportion and Bayesian Computations

Coverage Probability of Score method

Description

Coverage Probability of Score method

Usage

covpSC(n, alp, a, b, t1, t2)

Arguments

n	- Number of trials
alp	- Alpha value (significance level required)
a	- Beta parameters for hypo "p"
b	- Beta parameters for hypo "p"
t1	- Lower tolerance limit to check the spread of coverage Probability
t2	- Upper tolerance limit to check the spread of coverage Probability

Details

Evaluation of score test approach using coverage probability, root mean square statistic, and the proportion of proportion lies within the desired level of coverage

Value

A dataframe with

mcpS	Score Coverage Probability
micpS	Score minimum coverage probability
RMSE_N	Root Mean Square Error from nominal size
RMSE_M	Root Mean Square Error for Coverage Probability
RMSE_MI	Root Mean Square Error for minimum coverage probability
tol	Required tolerance for coverage probability

References

[1] 1993 Vollset SE. Confidence intervals for a binomial proportion. Statistics in Medicine: 12; 809 - 824.

[2] 1998 Agresti A and Coull BA. Approximate is better than "Exact" for interval estimation of binomial proportions. The American Statistician: 52; 119 - 126.

[3] 1998 Newcombe RG. Two-sided confidence intervals for the single proportion: Comparison of seven methods. Statistics in Medicine: 17; 857 - 872.

[4] 2001 Brown LD, Cai TT and DasGupta A. Interval estimation for a binomial proportion. Statistical Science: 16; 101 - 133.

[5] 2002 Pan W. Approximate confidence intervals for one proportion and difference of two proportions Computational Statistics and Data Analysis 40, 128, 143-157.

[6] 2008 Pires, A.M., Amado, C. Interval Estimators for a Binomial Proportion: Comparison of Twenty Methods. REVSTAT - Statistical Journal, 6, 165-197.

[7] 2014 Martin Andres, A. and Alvarez Hernandez, M. Two-tailed asymptotic inferences for a proportion. Journal of Applied Statistics, 41, 7, 1516-1529

See Also

Other Basic coverage probability methods: PlotcovpAS(), PlotcovpAll(), PlotcovpBA(), PlotcovpEX(), PlotcovpLR(), PlotcovpLT(), PlotcovpSC(), PlotcovpTW(), PlotcovpWD(), covpAS(), covpAll(), covpBA(), covpEX(), covpLR(), covpLT(), covpTW(), covpWD()

Examples

n= 10; alp=0.05; a=1;b=1; t1=0.93;t2=0.97
covpSC(n,alp,a,b,t1,t2)

RajeswaranV/proportion documentation built on June 17, 2022, 9:11 a.m.