Orthodont dataset from R-package 'nlme'
Moore-Penrose Generalized Inverse of a Matrix
Multi-Site Data for Estimating Reproducibility Precision
Multi-Lot Reproducibility Data.
Compute the Trace of a Matrix
Solve System of Linear Equations using Inverse of Cholesky-Root
Standard 'as.matrix' Method for 'VCA' S3-Objects
ANOVA-Type Estimation of Variance Components for Random Models
(V)ariance (C)omponent (A)nalysis.
Simulated Data for Variance Component Analysis.
ANOVA-Type Estimation of Mixed Models
Inferential Statistics for VCA-Results
Build a Nested List.
Satterthwaite Approximation for Total Degrees of Freedom and for Single Variance Components
Check Random Model for Given Dataset.
Standard 'as.matrix' Method for 'VCAinference' S3-Objects
Automatically Scale Data Calling these Functions: 'anovaVCA', 'anovaMM', 'remlVCA' or 'remlMM'
Check for Availability of Intel's Math Kernel Library
Simulated Repeated Measurements Data.
Simulated Data of a CLSI EP05-A3 3/5/5 Multi-Site Experiment
Simulated Data of 5/3 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
Check Tow Formula Terms for Potential Problems.
Dataset Generating Error in Function 'chol2inv'
Simulated Data of 5/3 Experiment.
Giesbrecht & Burns Approximation of the Variance-Covariance Matrix of Variance Components
Extract Degrees of Freedom from Linear Hypotheses of Fixed Effects or LS Means
Convert Objects to Detailed Error Message.
Extract Fixed Effects from 'VCA' Object
Generic Method for Extracting Fixed Effects from a Fitted Model
Simulated Data of a CLSI EP05-A2 20/2/2 Experiment
Extract Fixed Effects from 'VCA' Object
Degrees of Freedom for Testing Linear Contrasts of Fixed Effects and Least Square Means
Add Legend to Margin.
Extract Confidence Intervals from VCA-Objects.
Simulated Data of 5/3 Experiment.
Simulated Data of a CLSI EP05-A3 3/5/5 Multi-Site Experiment
Simulated Repeated Measurements Data.
Derive VCA-Summary Table from an Object Fitted via Function lmer
Check Whether Design Is Balanced Or Not
Fit Linear Mixed Model by ANOVA or REML
Determine V-Matrix for a 'VCA' Object
Fit Variance Component Model by ANOVA or REML
Load 'RevoUtilsMath'-package if available
Simulated Repeated Measurements Data.
Construct Linear Contrast Matrix for Hypothesis Tests
ANOVA Sum of Squares via Sweeping
Intermediate Precision for remlVCA-fitted objects of class 'VCA'
Standard Print Method for Objects of Class 'VCAinference'
Standard Printing Method for Objects of Class 'VCA'
Construct Variance-Covariance Matrix of Random Effects for Models Fitted by Function 'lmer'
Extract the Model Frame from a 'VCA' Object
Overparameterized Design Matrices
Wrap Function-Calls to Execute Additional Checks.
Derive and Compute Matrices for Objects Fitted by Function 'lmer'
Model Matrix of a Fitted VCA-Object
Extract Random Effects from 'VCA' Object
Fit Linear Mixed Models via REML
Standard 'plot' Method for 'VCA' S3-Objects.
Real-World Data
Re-Order Data.Frame
Plot Random Variates of a Mixed Model ('VCA' Object).
Predictions from a Model Fitted by fitLMM
Perform (V)ariance (C)omponent (A)nalysis via REML-Estimation
Extract a Specific Matrix from a 'VCA' Object
Contrast Matrix for LS Means
sleepstudy dataset from R-package 'lme4'
Scale Response Variable to Ensure Robust Numerical Calculations
Least Squares Means of Fixed Effects
Extract Residuals of a 'VCA' Object
Re-Scale results of 'VCA' or 'VCAinference'
Summarize Outcome of a Variance Component Analysis.
Generic Method for Extracting Random Effects from a Fitted Model
Calculate Variance-Covariance Matrix of Variance Components of 'VCA' objects
Variability Chart for Hierarchical Models.
Perform t-Tests for Linear Contrasts on LS Means
Perform t-Tests for Linear Contrasts on Fixed Effects
Solve Mixed Model Equations
Bottom-Up Step-Wise VCA-Analysis of the Complete Dataset
Calculate Variance-Covariance Matrix and Standard Errors of Fixed Effects for an 'VCA' Object
Calculate Variance-Covariance Matrix of Fixed Effects for an 'VCA' Object
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
Reproducibility Example Dataset from CLSI EP05-A3
Dataset for Unit-Testing of LS Means