MRHetPen-class: MRHetPen Class
In MendelianRandomization: Mendelian Randomization Package
MRHetPen-class R Documentation
MRHetPen Class
Description
An object containing the estimate produced using the heterogeneity-penalized model-averaging mode-based estimation method as well as various statistics.
Slots
ExposureThe names of the exposure variables.
OutcomeThe name of the outcome variable.
PriorThe value of the prior probability of a genetic variant being a valid instrument (default is 0.5).
EstimateThe causal estimate from the heterogeneity-penalized method.
CIRangeThe confidence interval for Estimate based on a grid search.
CILowerThe lower limit of the confidence interval. If the confidence interval contains multiple ranges, then lower limits of all ranges will be reported.
CIUpperThe upper limit of the confidence interval. If the confidence interval contains multiple ranges, then upper limits of all ranges will be reported.
CIMinThe smallest value used in the search to find the confidence interval.
CIMaxThe largest value used in the search to find the confidence interval.
CIStepThe step size used in the search to find the confidence interval.
AlphaThe significance level used in constructing the confidence interval (default is 0.05).
SNPsThe number of SNPs that were used in the calculation.
MendelianRandomization documentation built on Aug. 9, 2023, 1:05 a.m.
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| MRHetPen-class | R Documentation |
MRHetPen Class
Description
An object containing the estimate produced using the heterogeneity-penalized model-averaging mode-based estimation method as well as various statistics.
Slots
ExposureThe names of the exposure variables.
OutcomeThe name of the outcome variable.
PriorThe value of the prior probability of a genetic variant being a valid instrument (default is 0.5).
EstimateThe causal estimate from the heterogeneity-penalized method.
CIRangeThe confidence interval for
Estimatebased on a grid search.CILowerThe lower limit of the confidence interval. If the confidence interval contains multiple ranges, then lower limits of all ranges will be reported.
CIUpperThe upper limit of the confidence interval. If the confidence interval contains multiple ranges, then upper limits of all ranges will be reported.
CIMinThe smallest value used in the search to find the confidence interval.
CIMaxThe largest value used in the search to find the confidence interval.
CIStepThe step size used in the search to find the confidence interval.
AlphaThe significance level used in constructing the confidence interval (default is 0.05).
SNPsThe number of SNPs that were used in the calculation.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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