Meta-Analysis - CRAN Task View

aggregation

p-Value Aggregation Methods

Version 1.0.1

aides

Additive Information & Details of Evidence Synthesis

Version 1.3.3

BayesCombo

Bayesian Evidence Combination

Version 1.0

CBnetworkMA

Contrast-Based Bayesian Network Meta Analysis

Version 0.1.0

baggr

Bayesian Aggregate Treatment Effects

Version 0.7.8

bayesmeta

Bayesian Random-Effects Meta-Analysis and Meta-Regression

Version 3.4

BayesMultMeta

Bayesian Multivariate Meta-Analysis

Version 0.1.1

bipd

Bayesian Individual Patient Data Meta-Analysis using 'JAGS'

Version 0.3

bnma

Bayesian Network Meta-Analysis using 'JAGS'

Version 1.6.0

boutliers

Outlier Detection and Influence Diagnostics for Meta-Analysis

Version 1.1-2

crwbmetareg

Cluster Robust Wild Bootstrap Meta Regression

Version 1.0

bspmma

Bayesian Semiparametric Models for Meta-Analysis

Version 0.1-2

catmap

Case-Control and TDT Meta-Analysis Package

Version 1.6.4

CIAAWconsensus

Isotope Ratio Meta-Analysis

Version 1.3

citationchaser

Perform Forward and Backwards Chasing in Evidence Syntheses

Version 0.0.4

metaBLUE

BLUE for Combining Location and Scale Information in a Meta-Analysis

Version 1.0.0

compute.es

Compute Effect Sizes

Version 0.2-5

corrmeta

Correlated Meta-Analysis

Version 1.0.0

CoTiMA

Continuous Time Meta-Analysis ('CoTiMA')

Version 0.8.0

CPBayes

Bayesian Meta Analysis for Studying Cross-Phenotype Genetic Associatio...

Version 1.1.0

crossnma

Cross-Design & Cross-Format Network Meta-Analysis and Regression

Version 1.3.0

dfmeta

Meta-Analysis of Phase I Dose-Finding Early Clinical Trials

Version 1.0.0

diagmeta

Meta-Analysis of Diagnostic Accuracy Studies with Several Cutpoints

Version 0.5-1

digitize

Use Data from Published Plots in R

Version 0.0.4

dmetatools

Computational Tools for Meta-Analysis of Diagnostic Accuracy Test

Version 1.1.1

dosresmeta

Multivariate Dose-Response Meta-Analysis

Version 2.0.1

DTAplots

Creates Plots Accompanying Bayesian Diagnostic Test Accuracy Meta-Anal...

Version 1.0.2.5

effsize

Efficient Effect Size Computation

Version 0.8.1

es.dif

Compute Effect Sizes of the Difference

Version 1.0.2

estimraw

Estimation of Four-Fold Table Cell Frequencies (Raw Data) from Effect ...

Version 1.0.0

EValue

Sensitivity Analyses for Unmeasured Confounding and Other Biases in Ob...

Version 4.1.3

EvidenceSynthesis

Synthesizing Causal Evidence in a Distributed Research Network

Version 0.5.0

bamdit

Bayesian Meta-Analysis of Diagnostic Test Data

Version 3.4.3

esci

Estimation Statistics with Confidence Intervals

Version 1.0.6

PINMA

Improved Methods for Constructing Prediction Intervals for Network Met...

Version 1.1-2

forplo

Flexible Forest Plots

Version 0.2.5

metaHelper

Transforms Statistical Measures Commonly Used for Meta-Analysis

Version 1.0.0

gemtc

Network Meta-Analysis Using Bayesian Methods

Version 1.0-2

GENMETA

Implements Generalized Meta-Analysis Using Iterated Reweighted Least S...

Version 0.2.0

getmstatistic

Quantifying Systematic Heterogeneity in Meta-Analysis

Version 0.2.2

getspres

SPRE Statistics for Exploring Heterogeneity in Meta-Analysis

Version 0.2.0

GMCM

Fast Estimation of Gaussian Mixture Copula Models

Version 1.4

harmonicmeanp

Harmonic Mean p-Values and Model Averaging by Mean Maximum Likelihood

Version 3.0.1

joint.Cox

Joint Frailty-Copula Models for Tumour Progression and Death in Meta-A...

Version 3.16

juicr

Automated and Manual Extraction of Numerical Data from Scientific Imag...

Version 0.1

KenSyn

Knowledge Synthesis in Agriculture - From Experimental Network to Meta...

Version 0.3

MVPBT

Publication Bias Tests for Meta-Analysis of Diagnostic Accuracy Test

Version 1.2-1

MAd

Meta-Analysis with Mean Differences

Version 0.8-3

mada

Meta-Analysis of Diagnostic Accuracy

Version 0.5.11

mc.heterogeneity

A Monte Carlo Based Heterogeneity Test for Meta-Analysis

Version 0.1.2

metaBMA

Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis

Version 0.6.9

MendelianRandomization

Mendelian Randomization Package

Version 0.10.0

meta.shrinkage

Meta-Analyses for Simultaneously Estimating Individual Means

Version 0.1.4

meta4diag

Meta-Analysis for Diagnostic Test Studies

Version 2.1.1

MetaAnalyser

An Interactive Visualisation of Meta-Analysis as a Physical Weighing M...

Version 0.2.1

metabias

Meta-Analysis for Within-Study and/or Across-Study Biases

Version 0.1.1

metabup

Bayesian Meta-Analysis Using Basic Uncertain Pooling

Version 0.1.3

metacart

Meta-CART: A Flexible Approach to Identify Moderators in Meta-Analysis

Version 2.0-3

metadat

Meta-Analysis Datasets

Version 1.2-0

metafuse

Fused Lasso Approach in Regression Coefficient Clustering

Version 2.0-1

metainc

Assessment of Inconsistency in Meta-Analysis using Decision Thresholds

Version 0.2-0

MetaIntegration

Ensemble Meta-Prediction Framework

Version 0.1.2

metaLik

Likelihood Inference in Meta-Analysis and Meta-Regression Models

Version 0.43.0

metaMA

Meta-Analysis for MicroArrays

Version 3.1.3

metamicrobiomeR

Microbiome Data Analysis & Meta-Analysis with GAMLSS-BEZI & Random Eff...

Version 1.2

metamisc

Meta-Analysis of Diagnosis and Prognosis Research Studies

Version 0.4.0

metapack

Bayesian Meta-Analysis and Network Meta-Analysis

Version 0.3

metap

Meta-Analysis of Significance Values

Version 1.11

metarep

Replicability-Analysis Tools for Meta-Analysis

Version 1.2.0

metaRNASeq

Meta-Analysis of RNA-Seq Data

Version 1.0.7

metasens

Statistical Methods for Sensitivity Analysis in Meta-Analysis

Version 1.5-2

MetaStan

Bayesian Meta-Analysis via 'Stan'

Version 1.0.0

MetaSubtract

Subtracting Summary Statistics of One or more Cohorts from Meta-GWAS R...

Version 1.60

metatest

Fit and Test Metaregression Models

Version 1.0-5

MetaUtility

Utility Functions for Conducting and Interpreting Meta-Analyses

Version 2.1.2

metavcov

Computing Variances and Covariances, Visualization and Missing Data So...

Version 2.1.5

metaviz

Forest Plots, Funnel Plots, and Visual Funnel Plot Inference for Meta-...

Version 0.3.1

PRISMA2020

Make Interactive 'PRISMA' Flow Diagrams

Version 1.1.1

mvtmeta

Multivariate Meta-Analysis

Version 1.1

RBesT

R Bayesian Evidence Synthesis Tools

Version 1.8-1

MOTE

Effect Size and Confidence Interval Calculator

Version 1.0.2

multibiasmeta

Sensitivity Analysis for Multiple Biases in Meta-Analyses

Version 0.2.2

mvmeta

Multivariate and Univariate Meta-Analysis and Meta-Regression

Version 1.0.3

NMADiagT

Network Meta-Analysis of Multiple Diagnostic Tests

Version 0.1.2

nmaINLA

Network Meta-Analysis using Integrated Nested Laplace Approximations

Version 1.1.0

NMAoutlier

Detecting Outliers in Network Meta-Analysis

Version 0.1.18

nmaplateplot

The Plate Plot for Network Meta-Analysis Results

Version 1.0.2

nmarank

Complex Hierarchy Questions in Network Meta-Analysis

Version 0.3-0

nmathresh

Thresholds and Invariant Intervals for Network Meta-Analysis

Version 0.1.6

ofGEM

A Meta-Analysis Approach with Filtering for Identifying Gene-Level Gen...

Version 1.0

OssaNMA

Optimal Sample Size and Allocation with a Network Meta-Analysis

Version 0.1.2

pcnetmeta

Patient-Centered Network Meta-Analysis

Version 2.8

phacking

Sensitivity Analysis for p-Hacking in Meta-Analyses

Version 0.2.1

multinma

Bayesian Network Meta-Analysis of Individual and Aggregate Data

Version 0.7.2

robumeta

Robust Variance Meta-Regression

Version 2.1

pimeta

Prediction Intervals for Random-Effects Meta-Analysis

Version 1.1.3

POMADE

Power for Meta-Analysis of Dependent Effects

Version 0.2.0

poolr

Methods for Pooling P-Values from (Dependent) Tests

Version 1.1-1

rnmamod

Bayesian Network Meta-Analysis with Missing Participants

Version 0.4.0

forestly

Interactive Forest Plot

Version 0.1.2

ratesci

Confidence Intervals for Comparisons of Binomial or Poisson Rates

Version 0.5.0

remaCor

Random Effects Meta-Analysis for Correlated Test Statistics

Version 0.0.18

robustmeta

Robust Inference for Meta-Analysis with Influential Outlying Studies

Version 1.2-1

ra4bayesmeta

Reference Analysis for Bayesian Meta-Analysis

Version 1.0-8

reappraised

Statistical Tools for Assessing Publication Integrity of Groups of Tri...

Version 0.1.1

puniform

Meta-Analysis Methods Correcting for Publication Bias

Version 0.2.7

xmeta

A Toolbox for Multivariate Meta-Analysis

Version 1.3.2

PublicationBias

Sensitivity Analysis for Publication Bias in Meta-Analyses

Version 2.4.0

SingleCaseES

A Calculator for Single-Case Effect Sizes

Version 0.7.3

ssifs

Stochastic Search Inconsistency Factor Selection

Version 1.0.2

publipha

Bayesian Meta-Analysis with Publications Bias and P-Hacking

Version 0.1.2

wildmeta

Cluster Wild Bootstrapping for Meta-Analysis

Version 0.3.2

viscomp

Visualize Multi-Component Interventions in Network Meta-Analysis

Version 1.0.0

RobustRankAggreg

Methods for Robust Rank Aggregation

Version 1.2.1

psymetadata

Open Datasets from Meta-Analyses in Psychology Research

Version 1.0.1

rema

Rare Event Meta Analysis

Version 0.0.1

RobustBayesianCopas

Robust Bayesian Copas Selection Model

Version 2.0

SPAtest

Score Test and Meta-Analysis Based on Saddlepoint Approximation

Version 3.1.2

SCMA

Single-Case Meta-Analysis

Version 1.3.1

revtools

Tools to Support Evidence Synthesis

Version 0.4.1

robvis

Visualize the Results of Risk-of-Bias (ROB) Assessments

Version 0.3.0

weightr

Estimating Weight-Function Models for Publication Bias

Version 2.0.2

TFisher

Optimal Thresholding Fisher's P-Value Combination Method

Version 0.2.0

rmeta

Meta-Analysis

Version 3.0

rma.exact

Exact Confidence Intervals for Random Effects Meta-Analyses

Version 0.1.0

RandMeta

Efficient Numerical Algorithm for Exact Inference in Meta Analysis

Version 0.1.0

RcmdrPlugin.RMTCJags

R MTC Jags 'Rcmdr' Plugin

Version 1.0-2

selectMeta

Estimation of Weight Functions in Meta Analysis

Version 1.0.8

RcmdrPlugin.MA

Graphical User Interface for Conducting Meta-Analyses in R

Version 0.0-2

amanida

Meta-Analysis for Non-Integral Data

Version 0.3.0

forestploter

Create a Flexible Forest Plot

Version 1.1.2

mixmeta

An Extended Mixed-Effects Framework for Meta-Analysis

Version 1.2.0

boot.heterogeneity

A Bootstrap-Based Heterogeneity Test for Meta-Analysis

Version 1.1.5

miniMeta

Web Application to Run Meta-Analyses

Version 0.3.2

RoBMA

Robust Bayesian Meta-Analyses

Version 3.3.0

metabolic

Datasets and Functions for Reproducing Meta-Analyses

Version 0.1.2

CohensdpLibrary

Cohen's D_p Computation with Confidence Intervals

Version 0.5.11

coefa

Meta Analysis of Factor Analysis Based on CO-Occurrence Matrices

Version 1.0.3

forestmodel

Forest Plots from Regression Models

Version 0.6.2

metaforest

Exploring Heterogeneity in Meta-Analysis using Random Forests

Version 0.1.4

esc

Effect Size Computation for Meta Analysis

Version 0.5.1

RTSA

'Trial Sequential Analysis' for Error Control and Inference in Sequent...

Version 0.2.2

metagam

Meta-Analysis of Generalized Additive Models

Version 0.4.0

pema

Penalized Meta-Analysis

Version 0.1.3

metapro

Robust P-Value Combination Methods

Version 1.5.11

metaconfoundr

Visualize 'Confounder' Control in Meta-Analyses

Version 0.1.2

metagear

Comprehensive Research Synthesis Tools for Systematic Reviews and Meta...

Version 0.7

metapower

Power Analysis for Meta-Analysis

Version 0.2.2

metaSurvival

Meta-Analysis of a Single Survival Curve

Version 0.1.0

metaDigitise

Extract and Summarise Data from Published Figures

Version 1.0.1

metawho

Meta-Analytical Implementation to Identify Who Benefits Most from Trea...

Version 0.2.0

rankinma

Rank in Network Meta-Analysis

Version 0.2.2

metafor

Meta-Analysis Package for R

Version 4.6-0

estmeansd

Estimating the Sample Mean and Standard Deviation from Commonly Report...

Version 1.0.1

metamedian

Meta-Analysis of Medians

Version 1.1.1

brms

Bayesian Regression Models using 'Stan'

Version 2.22.0

psychmeta

Psychometric Meta-Analysis Toolkit

Version 2.7.0

clubSandwich

Cluster-Robust (Sandwich) Variance Estimators with Small-Sample Correc...

Version 0.5.11

jarbes

Just a Rather Bayesian Evidence Synthesis

Version 2.2.3

CausalMetaR

Causally Interpretable Meta-Analysis

Version 0.1.2

netmeta

Network Meta-Analysis using Frequentist Methods

Version 3.0-2

metaplus

Robust Meta-Analysis and Meta-Regression

Version 1.0-6

NMA

Network Meta-Analysis Based on Multivariate Meta-Analysis Models

Version 1.4-3

metaSEM

Meta-Analysis using Structural Equation Modeling

Version 1.5.0

smd

Compute Standardized Mean Differences

Version 0.7.0

RcmdrPlugin.EZR

R Commander Plug-in for the EZR (Easy R) Package

Version 1.68

effectsize

Indices of Effect Size

Version 1.0.0

vcmeta

Varying Coefficient Meta-Analysis

Version 1.4.0

heterometa

Convert Various Meta-Analysis Heterogeneity Measures

Version 0.3

closeloop

Integrate Single-Arm Observational Data in Network Meta Analysis

Version 0.1.0

MetaSKAT

Meta Analysis for SNP-Set (Sequence) Kernel Association Test

Version 0.90

GSEMA

Gene Set Enrichment Meta-Analysis

Version 0.99.3

metaGE

Meta-Analysis for Detecting Genotype x Environment Associations

Version 1.1.0

ecoreg

Ecological Regression using Aggregate and Individual Data

Version 0.2.5

CopulaREMADA

Copula Mixed Models for Multivariate Meta-Analysis of Diagnostic Test ...

Version 1.7.3

metaConvert

An Automatic Suite for Estimation of Various Effect Size Measures

Version 1.0.2

meta

General Package for Meta-Analysis

Version 8.0-2

metansue

Meta-Analysis of Studies with Non-Statistically Significant Unreported...

Version 2.6

gap

Genetic Analysis Package

Version 1.6

altmeta

Alternative Meta-Analysis Methods

Version 4.2

MetaNLP

Natural Language Processing for Meta Analysis

Version 0.1.3

forestplot

Advanced Forest Plot Using 'grid' Graphics

Version 3.1.6

epiR

Tools for the Analysis of Epidemiological Data

Version 2.0.78

fsn

Rosenthal's Fail Safe Number and Related Functions

Version 0.4