Package: doremi 1.0.0

Mongin Denis

doremi: Dynamics of Return to Equilibrium During Multiple Inputs

Provides models to fit the dynamics of a regulated system experiencing exogenous inputs. The underlying models use differential equations and linear mixed-effects regressions to estimate the coefficients of the equation. With them, the functions can provide an estimated signal. The package provides simulation and analysis functions and also print, summary, plot and predict methods, adapted to the function outputs, for easy implementation and presentation of results.

Authors:Mongin Denis [aut, cre], Uribe Adriana [aut], Courvoisier Delphine [aut]

doremi_1.0.0.tar.gz
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doremi.pdf |doremi.html✨
doremi/json (API)
NEWS

# Install 'doremi' in R:

install.packages('doremi', repos = c('https://dcourvoisier.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dcourvoisier/doremi/issues

Datasets:

cardio - Measurements of cardiac frequency in 21 patients during effort tests
rotation - Measurements of response time of 17 individuals when carrying out mental rotation tasks

On CRAN:

4.48 score 1 packages 25 scripts 236 downloads 1 mentions 11 exports 44 dependencies

Last updated 3 years agofrom:f2adc5037f. Checks:OK: 1 NOTE: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 25 2024
R-4.5-win	NOTE	Oct 25 2024
R-4.5-linux	NOTE	Oct 25 2024
R-4.4-win	NOTE	Oct 25 2024
R-4.4-mac	NOTE	Oct 25 2024
R-4.3-win	NOTE	Oct 25 2024
R-4.3-mac	NOTE	Oct 25 2024

Exports:analyze.1order analyze.2order calculate.fda calculate.glla calculate.gold generate.1order generate.2order generate.excitation generate.panel.1order generate.panel.2order optimum_param

Dependencies:boot cli colorspace data.table deSolve fansi farver formatR futile.logger futile.options ggplot2 glue gridExtra gtable isoband labeling lambda.r lattice lifecycle lme4 lmerTest magrittr MASS Matrix mgcv minqa munsell nlme nloptr numDeriv pillar pkgconfig R6 RColorBrewer Rcpp RcppEigen rlang scales tibble utf8 vctrs viridisLite withr zoo

derivatives

Rendered fromderivatives.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2021-01-07
Started: 2021-01-05

first-order

Rendered fromfirst-order.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2021-01-07
Started: 2020-02-06

Introduction-to-doremi

Rendered fromIntroduction-to-doremi.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2021-01-07
Started: 2018-06-11

second-order

Rendered fromsecond-order.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2021-01-07
Started: 2020-02-06

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
DOREMI first order analysis function	analyze.1order
DOREMI second order analysis function	analyze.2order
Calculation of derivatives using the Functional Data Analysis (FDA) method.	calculate.fda
Calculation of derivatives using the GLLA method	calculate.glla
Calculation of derivatives using the GOLD method	calculate.gold
Measurements of cardiac frequency in 21 patients during effort tests	cardio
Displays error messages for the analysis function according to the nature of the error 'errorcheck' displays error messages and/or warnings concerning the validity of input arguments provided to the analysis function	errorcheck
Generation of the first order differential equation solution with deSolve, for given fixed coefficients and initial condition	generate.1order
Generation of the second order differential equation solution with deSolve	generate.2order
Excitation signal generation	generate.excitation
Generation of first order differential equation solutions for several individuals with intra-individual and inter-individual noise	generate.panel.1order
Generation of second order differential equation solutions for several individuals with intra-individual and inter-individual noise	generate.panel.2order
Function to find the optimum parameter for derivative estimation (embedding or spar according to derivative estimation method chosen)	optimum_param
S3 method to plot DOREMI objects	plot.doremi
S3 method to plot DOREMIDATA objects	plot.doremidata
S3 method to plot DOREMIPARAM objects	plot.doremiparam
S3 method to predict signal values in a DOREMI object when entering a new excitation	predict.doremi
S3 method to print DOREMI objects	print.doremi
S3 method to print DOREMIDATA objects	print.doremidata
Measurements of response time of 17 individuals when carrying out mental rotation tasks	rotation
S3 method for DOREMI object summary	summary.doremi