Abstract: Recently, clustering algorithms based on deep AutoEncoder attract lots of attention due to their excellent clustering performance. On the other hand, the success of PCA-Kmeans and spectral ...
Univariate: ARIMA, ARCH/GARCH, Stochastic Volatility, HP/Hamilton/BN/BK/Boosted HP filters, X-13ARIMA-SEATS seasonal adjustment, Spectral Analysis, ACF/PACF/CCF ...
School of Biological Sciences, University of Oklahoma, Norman, Oklahoma 73019-0390, United States School of Biological Sciences, University of Oklahoma, Norman, Oklahoma 73019-0390, United States ...
Random forests have become popular for clinical risk prediction modeling. In a case study on predicting ovarian malignancy, we observed training AUCs close to 1. Although this suggests overfitting, ...
MicroEcoTools is an R package developed for microbial ecologists to apply ecological frameworks to microbial community data. This package helps analyze the effects of disturbances on microbial ...
aDepartment of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA bDepartment of Biostatistics, Yale School of Public Health, New Haven, CT, USA ...
How and why do human systems of marriage and reproduction differ from comparable systems in other mammals? To answer these questions, we use data from 90 human societies and 49 mammalian species. We ...
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