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Showing 2021 · stat.MEShow all
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stat.ME2021
Flexible Principal Component Analysis for Exponential Family Distributions
Tonglin Zhang, Baijian Yang, Qianqian Song +1
Traditional principal component analysis (PCA) is well known in high-dimensional data analysis, but it requires to express data by a matrix with observations to be continuous. To o…
stat.ME2021★ 16 cited
Quantifying Uncertainty in Infectious Disease Mechanistic Models
Lucy D'Agostino McGowan, Kyra H. Grantz, Eleanor Murray
This primer describes the statistical uncertainty in mechanistic models and provides R code to quantify it. We begin with an overview of mechanistic models for infectious disease,…