Qiu, Y. and Liyanage, J. (2019). Threshold Selection for Covariance Estimation. Biometrics, 75 985-905. Code
Chang, J., Qiu, Y., Yao, Q. and Zou, T. (2018). Confidence regions for entries of a large precision matrix. Journal of Econometrics, 206 57-82.
Qiu, Y. and Zhou, X. H. (2018). Estimating c-Level Partial Correlation Graphs with Application to Brain Imaging. Accepted by Biostatistics. Code
Qiu, Y., Chen, S. and Nettleton, D. (2018). Detecting Rare and Faint Signals via Thresholding Maximum Likelihood Estimators. The Annals of Statistics, 46, 895-923.
Choudhury, S., Bashyam, S., Qiu, Y., Samal, A. and Awada, T. (2018). Holistic and Component Plant Phenotyping using Temporal Image Sequence. The Plant Methods, 14:35.
Zhang, Y., Ngu, D., Liang, Z., Qiu, Y., Roston, R. and Schnable, J. (2017). Differentially Regulated Ortholog Analysis to Link Gene Regulatory and Phenotypic Divergence Among Panicoid Grasses. The Plant Cell, 29 1938-1951.
Qiu, Y. and Chen, S. (2015). Band Width Selection for High-dimensional Covariance Matrix Estimation. The Journal of the American Statistical Association, 110 1160-1174.
Qiu, Y. and Chen, S. (2012). Test for Bandedness of High-dimensional Covariance Matrices and Bandwidth Estimation. The Annals of Statistics, 40 1285-1314.
Complete list at Google Scholar
Li, J., Qiu, Y. and Li, L. (2019). A Neighborhood-Assisted Hotelling Test for High-Dimensional Means.
Chen, S., Guo, B. and Qiu, Y. (2019). Multi-level Thresholding Test for High Dimensional Covariance Matrices.
Qiu, Y. and Zhou, X. H. (2019). Inference on Multi-level Brain Connectivities based on fMRI Data.
Qiu, Y., Tao, J. and Zhou, X. H. (2019). Inference for Heterogeneous Treatment Effects for Observational Data with High-Dimensional Covariates.
Liang, Z., Qiu, Y. and Schnable, J. (2019). Distinct characteristics of genes associated with phenome-wide variation in maize (Zea mays).
Adams, J., Qiu, Y., Xu, Y. and Schnable, J. (2019). Plant Segmentation by Deep Neural Nets. Code
Ge, Y., Qiu, Y. and Schnable, J. (2019). Climbing the Phenotyper’s Pyramid: Conquered, Present, and Future Bottlenecks.