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rmutil

Utilities for Nonlinear Regression and Repeated Measurements Models

A toolkit of functions for nonlinear regression and repeated measurements not to be used by itself but called by other Lindsey packages such as 'gnlm', 'stable', 'growth', 'repeated', and 'event' (available at <http://www.commanster.eu/rcode.html>).

Functions (54)

BetaBinom

Beta Binomial Distribution

BoxCox

Box-Cox Distribution

Burr

Burr Distribution

Consul

Consul Distribution

DataMethods

Methods for response, tccov, tvcov, and repeated Data Objects

DoubleBinom

Double Binomial Distribution

DoublePoisson

Double Poisson Distribution

FormulaMethods

Methods for formulafn Functions

GExtVal

Generalized Extreme Value Distribution

GGamma

Generalized Gamma Distribution

GInvGauss

Generalized Inverse Gaussian Distribution

GLogis

Generalized Logistic Distribution

GWeibull

Generalized Weibull Distribution

GammaCount

Gamma Count Distribution

Hjorth

Hjorth Distribution

InvGauss

Inverse Gaussian Distribution

Laplace

Laplace Distribution

Levy

Levy Distribution

MultBinom

Multiplicative Binomial Distribution

MultPoisson

Multiplicative Poisson Distribution

Pareto

Pareto Distribution

PowerExp

Power Exponential Distribution

PvfPoisson

Power Variance Function Poisson Distribution

Simplex

Simplex Distribution

SkewLaplace

Skew Laplace Distribution

TwoSidedPower

Two-Sided Power Distribution

capply

A Fast Simplified Version of tapply

contr.mean

Contrast Matrix for Constraints about the Mean

dftorep

Transform a Dataframe to a repeated Object

finterp

Formula Interpreter

fmobj

Object Finder

fnenvir

Check Covariates and Parameters of a Function

gauss.hermite

Calculate Gauss-Hermite Quadrature Points

gettvc

Find the Most Recent Value of a Time-varying Covariate Before Each Observed Response

int

Vectorized Numerical Integration

int2

Vectorized Two-dimensional Numerical Integration

iprofile

Produce Individual Time Profiles for Plotting

lin.diff.eqn

Solution of Autonomous Linear Differential Equations

lvna

Create a repeated Object, Leaving NAs

mexp

Matrix Exponentiation

mpow

Power of a Matrix

mprofile

Produce Marginal Time Profiles for Plotting

pkpd

Pharmacokinetic Compartment Models

plot.residuals

Plot Residuals

read.list

Read a List of Matrices from a File for Unbalanced Repeated Measurements

read.rep

Read a Rectangular Data Set from a File to Create a repeated Object

read.surv

Read a List of Matrices from a File for Repeated Times to Events

restovec

Create a response Object

rmna

Create a repeated Object, Removing NAs

rmutil

Utilities for Repeated Measurements Library

runge.kutta

Runge-Kutta Method for Solving Differential Equations

tcctomat

Create a Time-constant, Inter-individual Covariate (tccov) Object

tvctomat

Create a Time-varying, Intra-individual Covariate (tvcov) Object

Find the Response Vector and Design Matrix for a W\&R Model Formula

rmutil

Utilities for Nonlinear Regression and Repeated Measurements Models

v1.1.5

GPL-2

Authors

Bruce Swihart [cre, aut], Jim Lindsey [aut] (Jim created this package, Bruce is maintaining the CRAN version)

Initial release

rmutil

Functions (54)

rmutil

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