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rmutil (version 1.1.4)

Utilities for Nonlinear Regression and Repeated Measurements Models

Description

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 ).

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Version

Install

install.packages('rmutil')

Monthly Downloads

9,538

Version

1.1.4

License

GPL-2

Maintainer

Bruce Swihart

Last Published

April 25th, 2020

Functions in rmutil (1.1.4)

Burr Distribution

Skew Laplace Distribution

Double Poisson Distribution

Generalized Extreme Value

Generalized Extreme Value Distribution

Two-Sided Power

Two-Sided Power Distribution

Pareto Distribution

Gamma Count Distribution

Hjorth Distribution

Power Variance Function Poisson Distribution

Simplex Distribution

Generalized Weibull

Generalized Weibull Distribution

Generalized Gamma

Generalized Gamma Distribution

Methods for formulafn Functions

PowerExponential

Power Exponential Distribution

Generalized Inverse Gaussian

Generalized Inverse Gaussian Distribution

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

Inverse Gaussian

Inverse Gaussian Distribution

Multiplicative Binomial

Multiplicative Binomial Distribution

Utilities for Repeated Measurements Library

Calculate Gauss-Hermite Quadrature Points

Vectorized Numerical Integration

Produce Marginal Time Profiles for Plotting

Generalized Logistic

Generalized Logistic Distribution

Matrix Exponentiation

Power of a Matrix

Runge-Kutta Method for Solving Differential Equations

Transform a Dataframe to a repeated Object

Create a repeated Object, Removing NAs

Produce Individual Time Profiles for Plotting

Formula Interpreter

Beta Binomial Distribution

Solution of Autonomous Linear Differential Equations

Pharmacokinetic Compartment Models

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

Create a repeated Object, Leaving NAs

Create a response Object

Vectorized Two-dimensional Numerical Integration

Box-Cox Distribution

Laplace Distribution

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

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

Multiplicative Poisson Distribution

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

A Fast Simplified Version of tapply

Levy Distribution

Contrast Matrix for Constraints about the Mean

Check Covariates and Parameters of a Function

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

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

Consul Distribution

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

Double Binomial

Double Binomial Distribution