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MAd

Meta-Analysis with Mean Differences R Package

MAd

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Version

Install

install.packages('MAd')

Monthly Downloads

623

Version

0.8-3

License

GPL (>= 2)

Maintainer

AC Re

Last Published

August 6th, 2022

Functions in MAd (0.8-3)

MeanDiff

Internal anRpackage objects
aggB

Internal anRpackage objects
agg_g

Internal anRpackage objects
MeanDiffd

Internal anRpackage objects
MetaG

Internal anRpackage objects
aggs1

Internal anRpackage objects
aggs2

Internal anRpackage objects
MeanDiffg

Internal anRpackage objects
CatMod

Internal anRpackage objects
agg

Aggregate Dependent Effect Sizes
Wifun

Internal anRpackage objects
agg1

Internal anRpackage objects
MAd-package

Meta-Analysis with Mean Differences
aggsB

Internal anRpackage objects
compute_ds

Computes Vector of Standardized Mean Differences
MRfit

Internal anRpackage objects
compute_dgs

Computes Vector of Standardized Mean Differences
PubBias

Assess for Publication Bias
icc

Intraclass correlation coefficient (ICC) for oneway and twoway models
lor_to_d

Log Odds Ratio to Standardized Mean Difference (d)
macat

Categorical Moderator Analysis
macatC

Direct Categorical Moderator Comparison
ancova_to_d2

ANCOVA F-statistic to d II
ancova_to_d1

ANCOVA F-statistic to d
p.ancova_to_d1

One-tailed p-value from ANCOVA to Standardized Mean Difference (d)
dat.cooper15.3

Data from Table 15.3 in The Handbook for Research Synthesis and Meta-Analysis (Cooper et al., 2009)
dat.cooperA2

Data from Table A2 in The Handbook for Research Synthesis and Meta-Analysis (Cooper et al., 2009)
compute_gs

Converts Vector of Standardized Mean Differences
p.ancova_to_d2

Two-tailed p-value from ANCOVA to Standardized Mean Difference (d)
p_to_d1

One-tailed p-value to Standardized Mean Difference (d)
agg_g2

Internal anRpackage objects
Rho_TU

Internal anRpackage objects
atten

Correction for Attenuation
d_to_g

Standardized Mean Difference (d) Statistic to Unbiased Standardized Mean Difference (g)
dat.sim.raw

Subset of simulated psychotherapy treatment studies (k=8) with means and SD
mean_to_d2

Means with Pooled SD to Standardized Mean Difference
mean_to_d

Means to Standardized Mean Difference
dat.sim.final

Final aggregated dataset of simulated psychotherapy treatment studies (k=8)
p_to_d2

Two-tailed p-value to Standardized Mean Difference (d)
f.ancova_to_d

ANCOVA F-statistic to Standardized Mean Difference (d)
agg2

Internal anRpackage objects
dat.sim.es

Subset of simulated psychotherapy treatment studies (k=8) with dependent effect sizes
dat.hoyt

Subset of simulated data to demonstrate aggregation for dependent effect sizes
print.macat

Internal anRpackage objects
facts

Internal MAd objects
wmean

Internal objects
print.mareg

Internal anRpackage objects
r_from_d

Correlation from Mean Difference
mareg

Meta-Regression
r_from_d1

Correlation from Mean Difference II
print.summary.mareg

Internal anRpackage objects
mareg.default

Internal anRpackage objects
r_from_chi

Chi-Squared to Correlation
print.omni

Internal anRpackage objects
f_to_d

F-test to Standardized Mean Difference (d)
fail_to_d

Failure groups to Standardized Mean Difference (d)
aggs

Internal anRpackage objects
t_to_d

t-test Value to Standardized Mean Difference (d)
summary.mareg

Internal anRpackage objects
plotcon

Meta Regression Scatterplot
print.icclist

Internal anRpackage objects
robustSE

Robust standard error
r_to_d

Correlation (r) to Standardized Mean Difference (d)
r_from_t

Correlation from t-test
tt.ancova_to_d

t-test Value from ANCOVA to Standardized Mean Difference (d)
wgts

Weights added to Meta Data
dat.sim2

Simulated psychotherapy treatment studies for 'outcome two'
omni

Omnibus Effect Size (Fixed and Random Effects)
dat.sim1

Simulated psychotherapy treatment studies for 'outcome one'
or_to_d

Odds Ratio to Standardized Mean Difference (d)
pick_one

Internal MAc objects
prop_to_d

Internal anRpackage objects
prop_to_or

Internal anRpackage objects
plotcat

Categorical Moderator Graph
Kappa

Inter-Rater Agreement
CatCompf

Internal MAc objects
CatModf

Internal MAc objects
CorAtten

Internal anRpackage objects
CatCompr

Internal MAc objects
CatModr

Internal MAc objects
CatComp

Internal anRpackage objects
CatModrQ

Internal MAc objects
CatModfQ

Internal MAc objects