Replicate

Statistical Metrics for Multisite Replication Studies

For a multisite replication project, computes metrics and confidence intervals representing: (1) the probability that the original study would observe an estimated effect size as extreme or more extreme than it actually did, if in fact the original study is statistically consistent with the replications; (2) the probability of a true effect of scientifically meaningful size in the same direction as the estimate the original study; and (3) the probability of a true effect of meaningful size in the direction opposite the original study's estimate. Additionally computes older metrics used in replication projects (namely expected agreement in "statistical significance" between an original study and replication studies as well as prediction intervals for the replication estimates). See Mathur and VanderWeele (2017; <https://osf.io/apnjk/>) for details.

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Description file content

Package
Replicate
Type
Package
Title
Statistical Metrics for Multisite Replication Studies
Version
1.0.1
Date
2017-10-9
Author
Maya B. Mathur, Tyler J. VanderWeele
Maintainer
Maya B. Mathur
Description
For a multisite replication project, computes metrics and confidence intervals representing: (1) the probability that the original study would observe an estimated effect size as extreme or more extreme than it actually did, if in fact the original study is statistically consistent with the replications; (2) the probability of a true effect of scientifically meaningful size in the same direction as the estimate the original study; and (3) the probability of a true effect of meaningful size in the direction opposite the original study's estimate. Additionally computes older metrics used in replication projects (namely expected agreement in "statistical significance" between an original study and replication studies as well as prediction intervals for the replication estimates). See Mathur and VanderWeele (2017; ) for details.
License
GPL-2
Imports
metafor, stats
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2017-10-09 14:56:41 UTC; mmathur
Repository
CRAN
Date/Publication
2017-10-09 15:01:27 UTC

install.packages('Replicate')

1.0.1

2 months ago

Maya B. Mathur

GPL-2

Imports

metafor, stats

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