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MAc (version 1.1.1)

Meta-Analysis with Correlations

Description

This is an integrated meta-analysis package for conducting a correlational research synthesis. One of the unique features of this package is in its integration of user-friendly functions to facilitate statistical analyses at each stage in a meta-analysis with correlations. It uses recommended procedures as described in The Handbook of Research Synthesis and Meta-Analysis (Cooper, Hedges, & Valentine, 2009).

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Version

Install

install.packages('MAc')

Monthly Downloads

70

Version

1.1.1

License

GPL-2

Maintainer

AC Re

Last Published

August 31st, 2018

Functions in MAc (1.1.1)

MAc-package

Meta-Analysis with Correlations
MAreg1

Internal anRpackage objects
agg_r

Internal anRpackage objects
agg_r2

Internal MAc objects
FunnelPlot

Internal anRpackage objects
f_to_d

F-test to Standardized Mean Difference (d)
Kappa

Inter-Rater Agreement
facts

Internal MAd objects
CatModrQ

Internal MAc objects
PubBias

Assess for Publication Bias
or_to_d

Odds Ratio to Standardized Mean Difference (d)
p.ancova_to_d1

One-tailed p-value from ANCOVA to Standardized Mean Difference (d)
Rho_TU

Internal anRpackage objects
print.summary.mareg

Internal anRpackage objects
fail_to_d

Failure groups to Standardized Mean Difference (d)
icc

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

Internal anRpackage objects
CatComp

Internal anRpackage objects
prop_to_d

Internal anRpackage objects
MRfit

Internal anRpackage objects
mareg.default

Internal anRpackage objects
MetaR

Internal anRpackage objects
mean_to_d

Means to Standardized Mean Difference
p_to_d2

Two-tailed p-value to Standardized Mean Difference (d)
r_from_d1

Correlation from Mean Difference II
r_from_d

Correlation from Mean Difference
pick_one

Internal MAc objects
CatCompf

Internal MAc objects
t_to_d

t-test Value to Standardized Mean Difference (d)
Wifun

Internal anRpackage objects
r_to_z

Correlation to Fisher's z
agg

Meta-Analysis Aggregation
aggrs

Internal anRpackage objects
stat_sum_single1

Internal MAc objects
ancova_to_d1

ANCOVA F-statistic to d
tt.ancova_to_d

t-test Value from ANCOVA to Standardized Mean Difference (d)
ancova_to_d2

ANCOVA F-statistic to d II
stat_sum_single2

Internal MAc objects
summary.mareg

Internal anRpackage objects
CatModfQ

Internal MAc objects
CatModGraph

Internal anRpackage objects
CatModr

Internal MAc objects
lor_to_d

Log Odds Ratio to Standardized Mean Difference (d)
CorAtten

Internal anRpackage objects
CatModf

Internal MAc objects
ForestPlot

Internal anRpackage objects
macat

Categorical Moderator Analysis
MAreg2

Internal anRpackage objects
atten

Correction for Attenuation
MAregGraph

Internal anRpackage objects
macatC

Direct Categorical Moderator Comparison
print.mareg

Internal anRpackage objects
print.omni

Internal anRpackage objects
mareg

Meta-Regression
prop_to_or

Internal anRpackage objects
r2

Explained Variance
mean_to_d2

Means with Pooled SD to Standardized Mean Difference
r_from_t

Correlation from t-test
MultiModGraph

Internal anRpackage objects
r_to_d

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

Internal anRpackage objects
omni

Omnibus Effect Size (Fixed and Random Effects)
print.icclist

Internal anRpackage objects
r_from_chi

Chi-Squared to Correlation
r2.mareg

Internal anRpackage objects
wd

Output to Word in formatted tables
print.macat

Internal anRpackage objects
d_to_g

Standardized Mean Difference (d) Statistic to Unbiased Standardized Mean Difference (g)
wd.macat

Internal anRpackage objects
wd.mareg

Internal anRpackage objects
f.ancova_to_d

ANCOVA F-statistic to Standardized Mean Difference (d)
wd.default

Internal anRpackage objects
var_r

Correlation Variance
var_z

Fisher's z Variance
p.ancova_to_d2

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

Categorical Moderator Graph
p_to_d1

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

Meta Regression Scatterplot
wd.omni

Internal anRpackage objects
wgts

Weights added to Meta Data
CatCompr

Internal MAc objects
CatMod

Internal anRpackage objects