Lcc: an R package to estimate the concordance correlation, Pearson correlation and accuracy over time.

ABSTRACT:

Background and objective

Observational studies and experiments in medicine, pharmacology and agronomy are often concerned with assessing whether different methods/raters produce similar values over the time when measuring a quantitative variable. This article aims to describe the statistical package lcc, for are, that can be used to estimate the extent of agreement between two (or more) methods over the time, and illustrate the developed methodology using three real examples.

Methods

The longitudinal concordance correlation, longitudinal Pearson correlation, and longitudinal accuracy functions can be estimated based on fixed effects and variance components of the mixed-effects regression model. Inference is made through bootstrap confidence intervals and diagnostic can be do

SUBMITTER: Oliveira TP 

PROVIDER: S-EPMC7502249 | biostudies-literature | 2020

REPOSITORIES: biostudies-literature