Daniel J. McDonald, Ph.D.
Affiliations: | 2012 | Carnegie Mellon University, Pittsburgh, PA |
Area:
Statistics, General EconomicsGoogle:
"Daniel McDonald"Parents
Sign in to add mentor| Mark Schervish | grad student | 2012 | Carnegie Mellon | |
| (Generalization error bounds for time series.) | ||||
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Publications
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| Homrighausen D, McDonald DJ. (2016) On the Nyström and Column-Sampling Methods for the Approximate Principal Components Analysis of Large Datasets Journal of Computational and Graphical Statistics. 25: 344-362 |
| McDonald DJ, Shalizi CR, Schervish M. (2015) Estimating beta-mixing coefficients via histograms Electronic Journal of Statistics. 9: 2855-2883 |
| Homrighausen D, McDonald DJ. (2014) Leave-one-out cross-validation is risk consistent for lasso Machine Learning. 97: 65-78 |
| McDonald DJ, Shalizi CR, Schervish M. (2011) Estimating beta-mixing coefficients. Jmlr Workshop and Conference Proceedings. 15: 516-524 |