25 Publications
2019
Algorithms for Estimating Trends in Global Temperature Volatility
Khodadadi, Arash and Mc Donald, Daniel J
Proceedings of the AAAI Conference on Artificial Intelligence, vol. 33, pp. 621, 2019-07-17. | Journal Article
 
Compressed and Penalized Linear Regression
Homrighausen, Darren and Mc Donald, Daniel J
Journal of Computational and Graphical Statistics, pp. 14, 2019-09-30. | Journal Article
 
Markov-switching State Space Models for Uncovering Musical Interpretation
McDonald, Daniel J⋅Mc Donald, Daniel J⋅McBride, Michael⋅McBride, Michael⋅Gu, Yupeng⋅Gu, Yupeng⋅Raphael, Christopher and Raphael, Christopher
2019-07-14. | Journal Article
2018
Algorithms for Estimating Trends in Global Temperature Volatility
Khodadadi, Arash and Mc Donald, Daniel J
2018-05-18. | Journal Article
 
A study on tuning parameter selection for the high-dimensional lasso
Homrighausen, Darren and Mc Donald, Daniel J
Journal of Statistical Computation and Simulation, vol. 88, (no. 15), pp. 2892, 10/13/2018. | Journal Article
2017
Compressed and Penalized Linear Regression
Homrighausen, Darren and Mc Donald, Daniel J
2017-05-22. | Journal Article
 
Minimax density estimation for growing dimension
Mc Donald, Daniel J
2017-02-28. | Journal Article
 
Predicting phenotypes from microarrays using amplified, initially marginal, eigenvector regression.
Ding, Lei and Mc Donald, Daniel J
Bioinformatics (Oxford, England), vol. 33, (no. 14), pp. i350-i358, July 15, 2017. | Journal Article
 
RISK CONSISTENCY OF CROSS-VALIDATION WITH LASSO-TYPE PROCEDURES
Homrighausen, Darren and Mc Donald, Daniel
Statistica Sinica, vol. 27, (no. 3), pp. 1036, 20170701. | Journal Article
2015
Does Increased Sexual Frequency Enhance Happiness?
Loewenstein, George⋅Krishnamurti, Tamar⋅Kopsic, Jessica and Mc Donald, Daniel
Journal of Economic Behavior and Organization, vol. 116, pp. 218, August 2015. | Journal Article
 
Estimating beta-mixing coefficients via histograms
Mc Donald, Daniel J⋅Shalizi, Cosma Rohilla and Schervish, Mark
Electronic Journal of Statistics, vol. 9, (no. 2), pp. 2883, 2015-00-00. | Journal Article
2014
Leave-one-out cross-validation is risk consistent for lasso
Homrighausen, Darren and Mc Donald, Daniel
Machine Learning, vol. 97, (no. 1), pp. 78, 20141000. | Journal Article
2013
Risk-consistency of cross-validation with lasso-type procedures
Homrighausen, Darren and Mc Donald, Daniel J
2013-08-04. | Journal Article
2012
Leave-one-out cross-validation is risk consistent for lasso
Homrighausen, Darren and Mc Donald, Daniel J
2012-06-26. | Journal Article
 
Nonparametric risk bounds for time-series forecasting
Mc Donald, Daniel J⋅Shalizi, Cosma Rohilla and Schervish, Mark
2012-12-03. | Journal Article
 
The impact of price discounts and calorie messaging on beverage consumption: A multi-site field study
Jue, J. J⋅Press, Matthew J⋅Mc Donald, Daniel⋅Volpp, Kevin⋅Asch, David A⋅Mitra, Nandita⋅Stanowski, Anthony C and Loewenstein, George
Preventive Medicine, vol. 55, (no. 6), pp. 629-633, 2012. | Journal Article
2011
Estimated VC dimension for risk bounds
Mc Donald, Daniel J⋅Shalizi, Cosma Rohilla and Schervish, Mark
2011-11-14. | Journal Article
 
Estimating $\beta$-mixing coefficients
Mc Donald, Daniel J⋅Shalizi, Cosma Rohilla and Schervish, Mark
2011-03-04. | Journal Article
 
Estimating beta-mixing coefficients
Mc Donald, Daniel J⋅Shalizi, Cosma Rohilla and Schervish, Mark
JMLR workshop and conference proceedings, vol. 15, pp. 524, 2011. | Journal Article
 
Estimating beta-mixing coefficients.
Mc Donald, Daniel J⋅Shalizi, Cosma Rohilla and Schervish, Mark
JMLR workshop and conference proceedings, vol. 15, pp. 516-524. | Journal Article
 
Generalization error bounds for stationary autoregressive models
Mc Donald, Daniel J⋅Shalizi, Cosma Rohilla and Schervish, Mark
2011-03-04. | Journal Article
 
Rademacher complexity of stationary sequences
Mc Donald, Daniel J and Shalizi, Cosma Rohilla
2011-06-03. | Journal Article
 
Spectral approximations in machine learning
Homrighausen, Darren and Mc Donald, Daniel J
2011-07-21. | Journal Article
2008
A primer on the mortgage market and mortgage finance
Thornton, Daniel and Mc Donald, Daniel
Review, (no. 1), pp. 46, 2008. | Journal Article
 
A Primer on the Mortgage Market and Mortgage Finance
Mc Donald, Daniel and Thornton, Daniel
Federal Reserve Bank of St. Louis Review, vol. 90, (no. 1), pp. 31, 2008-00-00. | Journal Article