Design and Analysis of Replication Studies


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Documentation for package ‘ReplicationSuccess’ version 0.1-3

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ci2estimate Transforms confidence intervals to parameter estimates
ci2p Transforms confidence intervals to p-values.
ci2se Transforms confidence intervals to standard errors.
ci2z Transforms confidence intervals to z-values.
hMeanChiSq Computes the p-value from the harmonic mean chi-squared test
hMeanChiSqCI Computes a confidence interval by inverting the harmonic mean chi-squared test
hMeanChiSqMu Computes the p-value from the harmonic mean chi-squared test
minRES Computes the minimal relative effect size to achieve replication success
p2z Transforms p-values to z-values
pBox Computes Box's tail probability
pIntrinsic Computes the p-value for intrinsic credibility
powerReplicationSuccess Computes the power for replication success
powerSignificance Replication probabilities
powerSignificanceInterim Interim power of a replication study
predictionInterval Prediction interval for effect estimate of replication study
pReplicate Probability of replicating an effect of Killeen (2005)
pSceptical Computes the sceptical p-value
pScepticalMu Sceptical p-value for a general point null hypothesis
pvalueBound Computes bound for the p-values entering the harmonic mean chi-squared test
RProjects Data from four large-scale replication projects.
sampleSizeReplicationSuccess Computes the required relative sample size to achieve replication success with a certain power
sampleSizeRES Computes the required relative sample size to achieve replication success based on the relative effect size
sampleSizeSignificance Computes the required relative sample size to achieve significance with a certain power
scepticalCI Sceptical confidence interval
SSRP Data from the Social Sciences Replication Project (SSRP)
thresholdIntrinsic Computes the threshold for intrinsic credibility
thresholdSceptical Computes the threshold for the sceptical p-value
z2p Transforms z-values to p-values
zSceptical Computes the test statistic of the sceptical p-value