102 citations
- Academia SinicaTW42 papers
- National Taiwan UniversityTW10 papers
- The Institute of Statistical MathematicsJP7 papers
- Institute of Information Science, Academia SinicaTW6 papers
- National Yang Ming Chiao Tung UniversityTW6 papers
- National Changhua University of EducationTW4 papers
- National Taiwan University of Science and TechnologyTW4 papers
- Vilnius UniversityLT4 papers
- National Kaohsiung University of Applied SciencesTW3 papers
- National Taiwan Ocean UniversityTW3 papers
- National University of KaohsiungTW3 papers
- Université Sorbonne Paris NordFR3 papers
86 papers
Robust Inference for Causal Mediation Analysis of Recurrent Event Data
Yan-Lin Chen, Yan-Hong Chen, Pei-Fang Su +2
Recurrent events, including cardiovascular events, are commonly observed in biomedical studies. Researchers must understand the effects of various treatments on recurrent events an…
Learned practical guidelines for evaluating Conditional Entropy and Mutual Information in discovering major factors of response-vs-covariate dynamics
Ting-Li Chen, Hsieh Fushing, Elizabeth P. Chou
We reformulate and reframe a series of increasingly complex parametric statistical topics into a framework of response-vs-covariate (Re-Co) dynamics that is described without any e…
Robust self-tuning semiparametric PCA for contaminated elliptical distribution
Hung Hung, Su-Yun Huang, Shinto Eguchi
Principal component analysis (PCA) is one of the most popular dimension reduction methods. The usual PCA is known to be sensitive to the presence of outliers, and thus many robust…
A Deep Generative Model for Reordering Adjacency Matrices
Oh-Hyun Kwon, Chiun-How Kao, Chun-houh Chen +1
Depending on the node ordering, an adjacency matrix can highlight distinct characteristics of a graph. Deriving a "proper" node ordering is thus a critical step in visualizing a gr…
An Identity for Two Integral Transforms Applied to the Uniqueness of a Distribution via its Laplace-Stieltjes Transform
Gwo Dong Lin, Xiaoling Dou
It is well known that the Laplace-Stieltjes transform of a nonnegative random variable (or random vector) uniquely determines its distribution function. We extend this uniqueness t…
Cryo-RALib -- a modular library for accelerating alignment in cryo-EM
Szu-Chi Chung, Cheng-Yu Hung, Huei-Lun Siao +3
Thanks to automated cryo-EM and GPU-accelerated processing, single-particle cryo-EM has become a rapid structure determination method that permits capture of dynamical structures o…