Daniel J. McDonald

15 papers A* 1A 1Journal 12Unranked 1

Year	Rank	Type	Title / 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