mixmeta1.2.0 package

An Extended Mixed-Effects Framework for Meta-Analysis

bdiagMat

Block-Diagonal Expansion of a List of Matrices

blup.mixmeta

Best Linear Unbiased Predictions from mixmeta Models

blup

Best Linear Unbiased Predictions

coef.mixmeta

Extract Coefficients and (Co)Variance Matrix from mixmeta Objects

inputcov

Input (Co)Variance Matrices

inputna

Input Missing Values

logLik.mixmeta

Extract Log-Likelihood from mixmeta Objects

mixmeta-package

An Extended Mixed-Effects Framework for Meta-Analysis

mixmeta.control

Ancillary Parameters for Controlling the Fit in mixmeta Models

mixmeta.fixed

Fixed-Effects Estimator for mixmeta Models

mixmeta.ml

ML and REML Estimators for mixmeta Models

mixmeta.mm

Method of Moments Estimator for mixmeta Models

mixmeta

Fitting Standard and Extended Meta-Analysis and Meta-Regression Models

mixmeta.vc

Variance Components Estimator for mixmeta Models

mixmetaCovStruct

(Co)variance Structures for mixmeta Models

mixmetaFormula

Formulae in mixmeta Models

mixmetaObject

mixmeta Objects

mixmetaSim

Simulating Responses for mixmeta Models

ml.igls

IGLS and RIGLS Iterative Algorithms for mixmeta Models

ml.loglik.fn

Likelihood Functions for mixmeta Models

ml.newton

Quasi-Newton Iterative Algorithms for mixmeta Models

model.frame.mixmeta

Extract Model Frame and Design Matrix from mixmeta Objects

na.omit.data.frame.mixmeta

Handling Missing Values in mixmeta Models

predict.mixmeta

Predicted Values from mixmeta Models

qtest.mixmeta

Cochran Q Test of Heterogeneity for mixmeta Models

qtest

Cochran Q Test of Heterogeneity

summary.mixmeta

Summarizing mixmeta Models

terms.mixmeta

Extract Model Terms from mixmeta Objects

vechMat

Vectorization and Expansion of Symmetric Matrices

A collection of functions to perform various meta-analytical models through a unified mixed-effects framework, including standard univariate fixed and random-effects meta-analysis and meta-regression, and non-standard extensions such as multivariate, multilevel, longitudinal, and dose-response models.

  • Maintainer: Antonio Gasparrini
  • License: GPL (>= 2)
  • Last published: 2021-10-16