VCA

Reproducibility Example Dataset from CLSI EP05-A3

Variance-Covariance Matrix of Fixed Effects as Function of Covariance Parameter Estimates

Calling F90-implementation of the SWEEP-Operator

Inermediate Precision Data from CLSI EP05-A3

Huge Dataset with Three Variables

Multi-Lot Reproducibility Data.

Moore-Penrose Generalized Inverse of a Matrix

Orthodont dataset from R-package 'nlme'

Multi-Site Data for Estimating Reproducibility Precision

Satterthwaite Approximation for Total Degrees of Freedom and for Single Variance Components

Automatically Scale Data Calling these Functions: 'anovaVCA', 'anovaMM', 'remlVCA' or 'remlMM'

Solve System of Linear Equations using Inverse of Cholesky-Root

Compute the Trace of a Matrix

(V)ariance (C)omponent (A)nalysis.

Simulated Data for Variance Component Analysis.

Inferential Statistics for VCA-Results

ANOVA-Type Estimation of Mixed Models

ANOVA-Type Estimation of Variance Components for Random Models

Standard 'as.matrix' Method for 'VCA' S3-Objects

Standard 'as.matrix' Method for 'VCAinference' S3-Objects

Build a Nested List.

Check for Availability of Intel's Math Kernel Library

Dataset Generating Error in Function 'chol2inv'

Extract Fixed Effects from 'VCA' Object

Simulated Data of a CLSI EP05-A2 20/2/2 Experiment

Simulated Data of a CLSI EP05-A2 20/2/2 Experiment

Simulated Data of a CLSI EP05-A2 20/2/2 Experiment

Simulated Data of a CLSI EP05-A3 3/5/5 Multi-Site Experiment

Simulated Data of a CLSI EP05-A3 3/5/5 Multi-Site Experiment

Simulated Data of a CLSI EP05-A3 3/5/5 Multi-Site Experiment

Simulated Repeated Measurements Data.

Simulated Repeated Measurements Data.

Simulated Repeated Measurements Data.

Simulated Data of 5/3 Experiment.

Simulated Data of 5/3 Experiment.

Simulated Data of 5/3 Experiment.

Fit Linear Mixed Model by ANOVA or REML

Fit Variance Component Model by ANOVA or REML

Generic Method for Extracting Fixed Effects from a Fitted Model

Extract Fixed Effects from 'VCA' Object

Degrees of Freedom for Testing Linear Contrasts of Fixed Effects and Least Square Means

Extract Degrees of Freedom from Linear Hypotheses of Fixed Effects or LS Means

Giesbrecht & Burns Approximation of the Variance-Covariance Matrix of Variance Components

Construct Linear Contrast Matrix for Hypothesis Tests

Overparameterized Design Matrices

Extract a Specific Matrix from a 'VCA' Object

ANOVA Sum of Squares via Sweeping

Determine V-Matrix for a 'VCA' Object

Check Whether Design Is Balanced Or Not

Add Legend to Margin.

Construct Variance-Covariance Matrix of Random Effects for Models Fitted by Function 'lmer'

Derive and Compute Matrices for Objects Fitted by Function 'lmer'

Derive VCA-Summary Table from an Object Fitted via Function lmer

Load 'RevoUtilsMath'-package if available

Contrast Matrix for LS Means

Least Squares Means of Fixed Effects

Extract the Model Frame from a 'VCA' Object

Model Matrix of a Fitted VCA-Object

Re-Order Data.Frame

Standard 'plot' Method for 'VCA' S3-Objects.

Plot Random Variates of a Mixed Model ('VCA' Object).

Predictions from a Model Fitted by fitLMM

Standard Printing Method for Objects of Class 'VCA'

Standard Print Method for Objects of Class 'VCAinference'

Generic Method for Extracting Random Effects from a Fitted Model

Extract Random Effects from 'VCA' Object

Re-Scale results of 'VCA' or 'VCAinference'

Real-World Data

Fit Linear Mixed Models via REML

Perform (V)ariance (C)omponent (A)nalysis via REML-Estimation

Extract Residuals of a 'VCA' Object

Scale Response Variable to Ensure Robust Numerical Calculations

sleepstudy dataset from R-package 'lme4'

Solve Mixed Model Equations

Bottom-Up Step-Wise VCA-Analysis of the Complete Dataset

Perform t-Tests for Linear Contrasts on Fixed Effects

Perform t-Tests for Linear Contrasts on LS Means

Variability Chart for Hierarchical Models.

Calculate Variance-Covariance Matrix of Fixed Effects for an 'VCA' Object

Calculate Variance-Covariance Matrix and Standard Errors of Fixed Effects for an 'VCA' Object

Calculate Variance-Covariance Matrix of Variance Components of 'VCA' objects