Package: braidrm 1.0.3

braidrm: Fitting Combined Action with the BRAID Response Surface Model

Contains functions for evaluating, analyzing, and fitting combined action dose response surfaces with the Bivariate Response to Additive Interacting Doses (BRAID) model of combined action, along with tools for implementing other combination analysis methods, including Bliss independence, combination index, and additional response surface methods.

Authors:Anang Shelat [aut], Nathaniel R. Twarog [aut, cre]

braidrm_1.0.3.tar.gz
braidrm_1.0.3.zip(r-4.7)braidrm_1.0.3.zip(r-4.6)braidrm_1.0.3.zip(r-4.5)
braidrm_1.0.3.tgz(r-4.6-any)braidrm_1.0.3.tgz(r-4.5-any)
braidrm_1.0.3.tar.gz(r-4.7-any)braidrm_1.0.3.tar.gz(r-4.6-any)
braidrm_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION
card.svg |card.png
braidrm/json (API)

# Install 'braidrm' in R:
install.packages('braidrm', repos = c('https://nathanieltwarog.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/nathanieltwarog/braidrm/issues

Datasets:

On CRAN:

Conda:

5.89 score 1 stars 1 packages 43 scripts 643 downloads 2 mentions 41 exports 1 dependencies

Last updated from:57bddc615a. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK151
source / vignettesOK179
linux-release-x86_64OK127
macos-release-arm64OK94
macos-oldrel-arm64OK84
windows-develOK107
windows-releaseOK104
windows-oldrelOK85
wasm-releaseOK102

Exports:blissDeviationblissReferencebraidrmcalcBraidBootstrapcalcBraidConfIntdeviationSurfaceestimateChouIndexestimateChouIndicesestimateCombinationIndexestimateCombinationIndicesestimateFlippedIAEestimateIAEevalBraidModelevalFlippedBraidModelevalMusycModelevalUrsaModelfindBestBraidfitBraidFlippedfitCoactiveBraid_partialfitCoactiveBraid_purefitMusycModelfitOppositionalBraid_AfitOppositionalBraid_BfitProtectiveBraid_AfitProtectiveBraid_BfitUrsaModelhsaDeviationhsaReferenceinvertBraidModelinvertBraidModel_AinvertBraidModel_BinvertFlippedBraidModelinvertFlippedBraidModel_AinvertFlippedBraidModel_BkappaPriorloeweDeviationloeweReferencereferenceSurfacezipDeviationzipReferencezipSmoothed

Dependencies:basicdrm

Additional Approaches
Introduction | Response Surface Methods | The URSA Model | The MuSyC Model | The Deviation Methods | Bliss Deviation | Highest Single Agent | Loewe Additive | Zero-Interaction Potency | Deviation Functions in braidrm | The Combination Index

Last update: 2024-09-18
Started: 2024-09-18

Basic BRAID Usage
The BRAID Model | Evaluate BRAID Surfaces | Fitting BRAID Surfaces

Last update: 2024-09-18
Started: 2024-09-18

Bayesian Stabilization of kappa
The Problem | The Solution: Bayesian Stabilization | Using Bayesian Stabilization in the braidrm Package

Last update: 2024-09-18
Started: 2024-09-18

BRAID Confidence Intervals
The Reason for Confidence Intervals | Confidence Intervals on Derived Quantities | A Caveat

Last update: 2024-09-18
Started: 2024-09-18

Derivation of the BRAID Model
Background: The Hill Equation | First Steps: The Assumptions | Generalizing | The Final Model

Last update: 2024-09-18
Started: 2024-09-18

Setting BRAID Models and Constraints
Basic Selections | Precise Model Selection | Maximal Effect Links | Parameter Bounds | Direction Constraint

Last update: 2024-09-18
Started: 2024-09-18

Readme and manuals

Help Manual

Help pageTopics
Example Additive SurfaceadditiveExample
Example Antagonistic SurfaceantagonisticExample
BRAID Response Surface Fittingbraidrm braidrm.default braidrm.formula print.braidrm print.summary.braidrm summary.braidrm
BRAID Parameter Confidence IntervalscalcBraidBootstrap
Generic BRAID confidence intervalscalcBraidConfInt
Example Coactive SurfacecoactiveExample
Non-interacting Reference SurfacesblissDeviation blissReference deviationSurface hsaDeviation hsaReference loeweDeviation loeweReference referenceSurface zipDeviation zipReference zipSmoothed
Combination IndexestimateChouIndex estimateChouIndices estimateCombinationIndex estimateCombinationIndices
BRAID Response Surface Combined PotencyestimateFlippedIAE estimateIAE estimateIAE.braidrm estimateIAE.braidrmflip estimateIAE.default
Evaluate the BRAID response surface modelevalBraidModel
Evaluate Flipped BRAID SurfacesevalFlippedBraidModel
Evaluate MuSyC Response SurfacesevalMusycModel
Evaluate URSA response surface modelevalUrsaModel
Select Best BRAID Response FitfindBestBraid findBestBraid.default findBestBraid.formula
Fit Flipped BRAID SurfacesfitBraidFlipped fitCoactiveBraid_partial fitCoactiveBraid_pure fitOppositionalBraid_A fitOppositionalBraid_B fitProtectiveBraid_A fitProtectiveBraid_B
MuSyC Response Surface FittingfitMusycModel fitMusycModel.default fitMusycModel.formula
URSA Response Surface FittingfitUrsaModel fitUrsaModel.default fitUrsaModel.formula
Example Partial or Incomplete SurfaceincompleteExample
Invert a BRAID Response Surface ModelinvertBraidModel invertBraidModel_A invertBraidModel_B
Invert Flipped BRAID SurfacesinvertFlippedBraidModel invertFlippedBraidModel_A invertFlippedBraidModel_B
Braid kappa Bayesian PriorkappaPrior
Example Oppositional SurfaceoppositionalExample
Example Protective SurfaceprotectiveExample
Example Synergistic SurfacesynergisticExample