A SAS macro for modelling periodic data using cosinor analysis.

ABSTRACT:

Background and objective

Cosinor analysis, developed by Franz Hallberg and colleagues in the 1960s, allows for the fitting of a cosine curve to data of a known period. Cosinor analysis is frequently used in the analysis of biological rhythm data. While software exists to perform these analyses, we are not aware of any published SAS procedures or macros which would facilitate them.

Methods

To meet this gap, we herein describe SAS macros which perform cosinor analyses that assume either normally or gamma distributed outcomes and fixed period. The macros can 1) produce datasets with cosinor parameters including acrophase, mesor, amplitude, nadir and test for rhythmicity 2) output datasets with fitted and observed values from the model, and 3) plot the resulting curve and underl

SUBMITTER: Doyle MM 

PROVIDER: S-EPMC8435001 | biostudies-literature | 2021 Sep

REPOSITORIES: biostudies-literature