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bayestensorreg

This is an R package that can be used to carry out the analyses using the models in my dissertation.

https://github.com/danieladamspencer/bayestensorreg

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
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    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Scientific vocabulary similarity
    Low similarity (4.2%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

This is an R package that can be used to carry out the analyses using the models in my dissertation.

Basic Info
  • Host: GitHub
  • Owner: danieladamspencer
  • Language: R
  • Default Branch: main
  • Size: 9.23 MB
Statistics
  • Stars: 3
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 6 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Citation

README.md

bayestensorreg

This is an R package that can be used to carry out the analyses using the models in my dissertation. I have plans to expand the plotting and post-hoc analysis functionality, but I will have to squeeze the changes into the meager time that I currently have.

Currently Working

  • Joint Bayesian Estimation of Voxel Activation and Interregional Connectivity in fMRI Experiments (Bayesian Tensor Response Regression with a Gaussian Graphical Model)
  • Bayesian Tensor Regression with the Tucker Decomposition
  • Bayesian Tensor Response Regression with the PARAFAC/CP Decomposition

Currently Not Working

  • The BTRR_GGM_vignette.Rmd vignette file will currently run on my computer, but fails to pass R CMD CHECK

Owner

  • Name: Dan
  • Login: danieladamspencer
  • Kind: user

I'm an atmospheric statistician at Verisk.

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Spencer"
  given-names: "Daniel"
  orcid: "https://orcid.org/0000-0002-9705-3605"
title: "bayestensorreg"
version: 1.0.0
date-released: 2022-09-30
url: "https://github.com/danieladamspencer/bayestensorreg"

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Dependencies

DESCRIPTION cran
  • R >= 4.1.0 depends
  • stats * depends
  • GIGrvg * imports
  • Matrix * imports
  • abind * imports
  • doParallel * imports
  • foreach * imports
  • ggplot2 * imports
  • glmnet * imports
  • grDevices * imports
  • graphics * imports
  • mvtnorm * imports
  • neuRosim * imports
  • parallel * imports
  • reshape2 * imports
  • statmod * imports
  • tidyr * imports
  • truncnorm * imports
  • DensParcorr * suggests
  • knitr * suggests
  • rmarkdown * suggests