Daniel J. McDonald

15 papers A* 1A 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Smooth Multi-Period Forecasting With Application to Prediction of COVID-19 Cases.
J. Comput. Graph. Stat.
Elena Tuzhilina, Trevor J. Hastie, Daniel J. McDonald, J. Kenneth Tay, Robert Tibshirani
2024 J jnl
rtestim: Time-varying reproduction number estimation with trend filtering.
PLoS Comput. Biol.
Jiaping Liu, Zhenglun Cai, Paul Gustafson, Daniel J. McDonald
2024 J jnl
sparsegl: An
J. Stat. Softw.
Xiaoxuan Liang, Aaron Cohen, Anibal Sólon Heinsfeld, Franco Pestilli, Daniel J. McDonald
2023 J jnl
Less is more: balancing noise reduction and data retention in fMRI with data-driven scrubbing.
NeuroImage
Damon D. Pham, Daniel J. McDonald, Lei Ding, Mary Beth Nebel, Amanda F. Mejia
2019 A* conf
Algorithms for Estimating Trends in Global Temperature Volatility.
AAAI
Arash Khodadadi, Daniel J. McDonald
2018 J jnl
Modeling trend in temperature volatility using generalized LASSO.
CoRR
Arash Khodadadi, Daniel J. McDonald
2017 J jnl
Nonparametric Risk Bounds for Time-Series Forecasting.
J. Mach. Learn. Res.
Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish
2017 J jnl
Predicting phenotypes from microarrays using amplified, initially marginal, eigenvector regression.
Bioinform.
Lei Ding, Daniel J. McDonald
2014 J jnl
Leave-one-out cross-validation is risk consistent for lasso.
Mach. Learn.
Darren Homrighausen, Daniel J. McDonald
2013 — conf
The lasso, persistence, and cross-validation.
ICML (3)
Darren Homrighausen, Daniel J. McDonald
2012 J jnl
Time series forecasting: model evaluation and selection using nonparametric risk bounds
CoRR
Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish
2011 J jnl
Estimating beta-mixing coefficients
CoRR
Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish
2011 A conf
Estimating beta-mixing coefficients.
AISTATS
Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish
2011 J jnl
Generalization error bounds for stationary autoregressive models
CoRR
Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish
2011 J jnl
Risk bounds for time series without strong mixing
CoRR
Daniel J. McDonald, Cosma Rohilla Shalizi, Mark J. Schervish