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

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

netmeta

Network Meta-Analysis using Frequentist Methods

Version 2.9-0

nmadb

Network Meta-Analysis Database API

Version 1.2.0

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

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

ratesci

Confidence Intervals for Comparisons of Binomial or Poisson Rates

Version 0.4-0

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

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

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

metaplus

Robust Meta-Analysis and Meta-Regression

Version 1.0-5

vcmeta

Varying Coefficient Meta-Analysis

Version 1.4.0

forestly

Interactive Forest Plot

Version 0.1.1

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 8.0-1

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

RBesT

R Bayesian Evidence Synthesis Tools

Version 1.7-4

epiR

Tools for the Analysis of Epidemiological Data

Version 2.0.78

fsn

Rosenthal's Fail Safe Number and Related Functions

Version 0.4

RoBMA

Robust Bayesian Meta-Analyses

Version 3.2.0