Design and Analysis of Replication Studies
Convert between estimates, z-values, p-values, and confidence interval...
Computes the minimum relative effect size to achieve replication succe...
Computes the minimum relative effect size to achieve significance of t...
harmonic mean chi-squared test
Computes the replication success level
Computes Box's tail probability
Computes Edgington's p-value
Computes the p-value for intrinsic credibility
Computes the power for replication success with Edgington's method
Computes the power for replication success with the sceptical p-value
Computes the power for significance
Interim power of a replication study
Compute project power of the sceptical p-value
Prediction interval for effect estimate of replication study
Probability of replicating an effect by Killeen (2005)
Computes the sceptical p-value and z-value
Bound for the p-values entering the harmonic mean chi-squared test
Q-test to assess compatibility between original and replication effect...
Computes the required relative sample size to achieve replication succ...
Computes the required relative sample size to achieve replication succ...
Computes the required relative sample size to achieve significance bas...
Compute overall type-I error rate of the sceptical p-value
Computes the p-value threshold for intrinsic credibility
Provides utilities for the design and analysis of replication studies. Features both traditional methods based on statistical significance and more recent methods such as the sceptical p-value; Held L. (2020) <doi:10.1111/rssa.12493>, Held et al. (2022) <doi:10.1214/21-AOAS1502>, Micheloud et al. (2023) <doi:10.1111/stan.12312>. Also provides related methods including the harmonic mean chi-squared test; Held, L. (2020) <doi:10.1111/rssc.12410>, and intrinsic credibility; Held, L. (2019) <doi:10.1098/rsos.181534>. Contains datasets from five large-scale replication projects.
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