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academy-awards-analysis
academy-awards-analysis PublicPredicting Academy Award Best Picture winners using machine learning methods. Code written in Python using Jupyter Notebook.
Jupyter Notebook
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sparrow-survival
sparrow-survival PublicAnalyzing post-storm survival of sparrows based on physical characteristics using logistic regression and model selection techniques. Code written in R.
R
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melbourne-tree-health
melbourne-tree-health PublicStatistical analysis of tree health in Melbourne, Australia using k-nearest neighbors, multivariate regression, and model selection techniques. Code written in R.
R
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lamb-birth-weights
lamb-birth-weights PublicAnalysis of lamb birth weight data using linear mixed effects models. Models were fit based on maximum likelihood (ML) and restricted maximum likelihood (REML) and asymptotic covariance matrices ar…
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iowa-crop-data
iowa-crop-data PublicAnalyzing Iowa crop data using mixed effects models and finding empirical best linear unbiased predictors for population mean crop areas in twelve counties. Mean squared prediction errors are estim…
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