Diagnostic and Prognostic Meta-Analysis

[Up] [Top]

Documentation for package ‘metamisc’ version 0.1.8

Help Pages

metamisc-package Diagnostic and Prognostic Meta-Analysis
ccalc Calculate the concordance statistic
coef.metapred Extract the regression coefficients The 'coef' function extracts the estimated model coefficients from objects of class '"metapred"'.
Collins Collins data
Daniels Daniels and Hughes data
DVTipd Hypothetical dataset for diagnosis of Deep Vein Thrombosis (DVT)
DVTmodels Risk prediction models for diagnosing Deep Venous Thrombosis (DVT)
EuroSCORE Predictive performance of EuroSCORE II
fat Regression tests for detecting funnel plot asymmetry
Fibrinogen Meta-analysis of the association between plasma fibrinogen concentration and the risk of coronary heath disease
forest Forest plot
Framingham Predictive performance of the Framingham Risk Score in male populations
inv.logit Apply the inverse logit tranformation
Kertai Kertai data
logit Apply logit tranformation
logLik.riley Print the log-likelihood
metapred Generalized Stepwise Regression for prediction models
plot.fat Display results from the funnel plot asymmetry test
plot.riley Plot the summary of the bivariate model from Riley et al. (2008).
plot.uvmeta Forest Plots
plot.valmeta Forest Plots
predict.riley Prediction Interval Calculates a prediction interval for the summary parameters of Riley's alternative model for bivariate random-effects meta-analysis. This interval predicts in what range future observations will fall given what has already been observed.
recalibrate Recalibrate a Prediction Model
riley Fit the alternative model for bivariate random-effects meta-analysis
Roberts Roberts data
Scheidler Diagnostic accuracy data
summary.riley Parameter summaries Provides the summary estimates of the alternative model for bivariate random-effects meta-analysis by Riley et al. (2008) with their corresponding standard errors (derived from the inverse Hessian). For confidence intervals, asymptotic normality is assumed.
summary.uvmeta Summarizing Univariate Meta-Analysis Models
uvmeta Univariate meta-analysis
uvmeta-clas Class "uvmeta". Result of a univariate meta-analysis.
valmeta Meta-analysis of prediction model performance
vcov.riley Calculate Variance-Covariance Matrix for a Fitted Riley Model Object