Replication of Frerebeau, N., Ben Amara, A. and Cantin, N. (2020)
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Updated
May 10, 2021 - TeX
Replication of Frerebeau, N., Ben Amara, A. and Cantin, N. (2020)
Stata module to examine dynamic compositional dependent variables
Longitudinal Latent Overall Toxicity (LOTox) profiles in osteosarcoma: a new taxonomy based on latent Markov models.
Web applications for use with compositional data. Post-graduate work for Dr. Dot Dimuid and Prof. Timothy Olds at University of South Australia.
CompSign: An R package for differential abundance of compositional mutational signatures
splineDensity Rpackage: Density estimation with smoothing B-spline
Using champion mastery data from Rot games API to visualize champion connections based on correlation metrics of compositional data in a network. Unsupervised learning was also used to categorize the champions. Lastly, weighted graph distance was used to make a recommender system for new champions based on played chamoions input.
About me: mathematician, PhD Stats, Assistant Professor and scicomm
Dirichlet adaptive shrinkage for compositional data
R package for Dirichlet adaptive shrinkage and smoothing
Forecasting the four-party vote share of the 20th presidential election of Republic of Korea
R package for estimating sparse and positive definite basis covariance matrices from compositional data
Practical introduction to modelling and testing for structural breaks in time-series data.
Archive: Data, scripts, and outputs for the paper "Sparse Estimation of Correlations among Microbiomes (SECOM)". Please check our ANCOMBC R package for the most up-to-date SECOM functions.
Hopefully taking out the complexity of using the simplex: functions to generate, manipulate and plot data on the simplex
🌐 Sourcing Archaeological Materials by Chemical Composition
Imputation of zeros, nondetects and missing data in compositional data sets
Deep learning for personalized interpretability for compositional health data
Forecast mortality using Compositional Data Lee-Carter model - R Package
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