A Monte Carlo permutation method for multiple test correlation


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Documentation for package ‘MCPerm’ version 1.1.4

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MCPerm-package A Monte Carlo permutation method for multiple test correction.
Armitage Armitage's trend test for the 2x3 genotype table
Armitage.MCPerm A Monte Carlo permutation method for Armitage's trend test in case/control association study
Armitage.TradPerm A permutation method for Armitage's trend test in case/control association study
chisq.MCPerm A Monte Carlo permutation method for multiple chisq.test correction in case/control association study
chisq.TradPerm A permutation test for multiple chisq.test correction in case/control association study
fisher.MCPerm A Monte Carlo permutation method for multiple fisher.test correction in case/control association study
fisher.TradPerm A permutation test for multiple fisher.test correction in case/control association study
genotypeData Genotype Data from GWA16
genotypeStat Statistical Allele and Genotype Frequency of the specified snp
HW.test Hardy-weinberg equilibrium test
I2.MCPerm Calculate p.value for Heterogeneity statistics I2 in meta analysis
I2.TradPerm Calculate p.value for Heterogeneity statistics I2 in meta analysis
MCPerm A Monte Carlo permutation method for multiple test correction.
meta Meta analysis
meta.MCPerm Meta analysis corrected by permutation test
meta.TradPerm Meta analysis corrected by permutation test
MetaGenotypeCount rs3131296 genetic association studies from SZGene database
MetaGenotypeData genotype raw data for rs3131296 genetic association studies
OR OR(odd ratio) for risk_allele
OR.MCPerm A Monte Carlo permutation method for multiple OR(odd ratio) test correction in case/control association study
OR.TradPerm A permutation test for multiple OR(odd ratio) test correction in case/control association study
pearson_scatter scatter plot and calculate Pearson correlation coefficient for paired data
PermMeta.boxplot boxplot for the result of 'meta.MCPerm' or 'meta.TradPerm'
PermMeta.Hist histplot for the result of 'meta.MCPerm' or 'meta.TradPerm'
PermMeta.LnOR.boxplot boxplot for the return value 'perm_LnOR' or 'perm_VARLnOR' of 'meta.MCPerm' or 'meta.TradPerm'
PermMeta.LnOR.CDC cumulative distribution curve for the return value 'perm_LnOR' of 'meta.MCPerm' or 'meta.TradPerm'
PermMeta.LnOR.Hist histplot for the return value 'perm_LnOR' or 'perm_VARLnOR' of 'meta.MCPerm' or 'meta.TradPerm'
PermMeta.LnOR.qqnorm qqnorm plot for the return value 'perm_LnOR' of 'meta.MCPerm' or 'meta.TradPerm'
permuteGenotype Permute the elements of genotype data
permuteGenotypeCount Fill the numerics of 2*3 table when fixed the row and column totals
print.PermMeta Print style for function 'meta.MCPerm' or 'meta.TradPerm'
Q.MCPerm Correct p.value for Heterogeneity statistics Q in meta analysis by MCPerm method.
Q.TradPerm Correct p.value for Heterogeneity statistics Q in meta analysis by TradPerm method
VS.Allele.CDC separately plot cumulative distribution curve for the return value(allele count) of 'meta.TradPerm' and 'meta.MCPerm' for certain study
VS.Allele.Hist separately plot histplot for the return value(allele count) of 'meta.TradPerm' and 'meta.MCPerm' for certain study
VS.Allele.QQ separately plot quantile-quantile plot for the return value(allele count) of 'meta.TradPerm' and 'meta.MCPerm' for certain study
VS.CDC plot cumulative distribution curve for the return value of 'meta.TradPerm' and 'meta.MCPerm' for certain study or meta analysis
VS.Genotype.CDC separately plot cumulative distribution curve for the return value(genotype count) of 'meta.TradPerm' and 'meta.MCPerm' for certain study
VS.Genotype.Hist separately plot histplot for the return value(genotype count) of 'meta.TradPerm' and 'meta.MCPerm' for certain study
VS.Genotype.QQ separately plot quantile-quantile plot for the return value(genotype count) of 'meta.TradPerm' and 'meta.MCPerm' for certain study
VS.Hist plot histplot for the return value of 'meta.TradPerm' and 'meta.MCPerm' for certain study or meta analysis
VS.KS Kolmogorov-Smirnov test for the return value of 'meta.TradPerm' and 'meta.MCPerm'
VS.QQ plot quantile-quantile plot for the return value of 'meta.TradPerm' and 'meta.MCPerm' for certain study or meta analysis.