Generalization error bounds for stationary autoregressive models - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (CoRR, 2011)

Risk bounds for time series without strong mixing - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (CoRR, 2011)

Estimating beta-mixing coefficients. - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (AISTATS, 2011)

Time series forecasting: model evaluation and selection using nonparametric risk bounds - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (CoRR, 2012)

The lasso, persistence, and cross-validation. - Darren Homrighausen; Daniel J. McDonald (ICML (3), 2013)

Leave-one-out cross-validation is risk consistent for lasso. - Darren Homrighausen; Daniel J. McDonald (Mach. Learn., 2014)

Predicting phenotypes from microarrays using amplified, initially marginal, eigenvector regression. - Lei Ding; Daniel J. McDonald (Bioinform., 2017)

Nonparametric Risk Bounds for Time-Series Forecasting. - Daniel J. McDonald; Cosma Rohilla Shalizi; Mark J. Schervish (J. Mach. Learn. Res., 2017)

Modeling trend in temperature volatility using generalized LASSO. - Arash Khodadadi; Daniel J. McDonald (CoRR, 2018)

Algorithms for Estimating Trends in Global Temperature Volatility. - Arash Khodadadi; Daniel J. McDonald (AAAI, 2019)

Less is more: balancing noise reduction and data retention in fMRI with data-driven scrubbing. - Damon D. Pham; Daniel J. McDonald; Lei Ding; Mary Beth Nebel; Amanda F. Mejia (NeuroImage, 2023)

Smooth Multi-Period Forecasting With Application to Prediction of COVID-19 Cases. - Elena Tuzhilina; Trevor J. Hastie; Daniel J. McDonald; J. Kenneth Tay; Robert Tibshirani (J. Comput. Graph. Stat., 2024)

sparsegl: An R Package for Estimating Sparse Group Lasso. - Xiaoxuan Liang 001; Aaron Cohen; Anibal Sólon Heinsfeld; Franco Pestilli; Daniel J. McDonald (J. Stat. Softw., 2024)

rtestim: Time-varying reproduction number estimation with trend filtering. - Jiaping Liu; Zhenglun Cai; Paul Gustafson; Daniel J. McDonald (PLoS Comput. Biol., 2024)