Assess multicollinearity between predictors when running the dredge function (MuMIn - R)
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Nov 23, 2018 - R
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collinearity
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💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
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Aug 23, 2019 - R
Code for full subsets model fitting using GA(M)M
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Jun 22, 2019 - R
Clustering personalities and labelling based on sampled survey responses (Hierarchical and K-Means).
linear-regression
sampling
bayes-classifier
kmeans-clustering
quadratic-discriminant-analysis
hierarchical-clustering
elbow-method
collinearity
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Jun 22, 2021 - R
I collected dataset related to COVID-19 disease in various dimensions and presented here. You can read its details in "Adaptive Elastic-net Sliced Inverse Regression to Identify Risk Factors Affecting COVID-19" article. Also, here are the codes for the proposed method.
risk-analysis
variable-selection
bootstrapping
risk-factors
sufficient-dimension-reduction
collinearity
covid-19
penalized-model
adaptive-model
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Apr 6, 2023 - R
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