Overdispersion Models (OM) using Generalized Estimating Equations (GEE)
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Updated
Aug 20, 2020 - R
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generalized-estimating-equations
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Statistical analysis of the Los Angeles real estate market in form of assessed values and rental prices
range kappa nugget generalized-linear-models variograms generalized-estimating-equations gamma-regression box-cox-transformation krigging mixed-effects-gamma-regression spatial-statistical-analysis hovmoller-plots regression-krigging
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Aug 9, 2024
Cluster-specific logistic regression models for whether an NBA team will make the playoffs given the current statistics of that team. Specifically uses population averaged models (PA) based on generalized estimating equations (GEE); Also, uses cluster-specific (each team) random effects models
nba r rstudio logistic-regression gee random-effects likelihood-ratio-test intraclass-correlation cluster-modeling generalized-estimating-equations random-effects-model pupulation-averaged-model nba-playoffs
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Dec 17, 2018 - R
Generalized Estimating Equations (GEE), Quasi-likelihood under the Independence Model Criterion (QIC), Longitudinal data, Embedded box plots within violin plots with hypertension risk categories, spaghetti plots, aggregate line plots, histograms, faceted-area plots, box and jitter plots. Investigating the impact of lifestyle on health.
data-science r data-visualization data-analysis longitudinal-data data-manipulation histograms generalized-estimating-equations qic box-plots violin-plots quasi-likelihoods area-faceted-plots spaghetti-plots aggregate-line-plot jitter-plots
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Updated
Jan 4, 2025
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