Institute of Statistical Science Academia Sinica

蔡風順Feng-Shun ChaiResearch Fellow and Deputy Director

402002-2787-5688
02-2783-5611#102

fschai@stat.sinica.edu.tw

Expertise
Experimental Designs
Linear Models

張馨文Hsin-wen ChangAssistant Research Fellow/Professor

501702-2787-5715

hwchang@stat.sinica.edu.tw

Expertise
Statistical Methodology: Empirical likelihood, survival analysis, functional data analysis, biased sampling models, order-restricted inference, generalized linear models (GLMs) and mixed models
Statistical Application: Clinical trials, data from wearable devices, statistical software package development

張明中Ming-Chung ChangAssistant Research Fellow/Professor

20602-2783-3620
02-2783-5611#206

mcchang@stat.sinica.edu.tw

Expertise
Design of Experiments
Data Reduction
Statistical Modeling Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models

張源俊Yuan-chin Ivan ChangResearch Fellow/Professor

40902-2783-3736
02-2783-5611#409

ycchang@sinica.edu.tw
ycchang@gauss.stat.sinica.edu.tw

Expertise
Sequential Analysis
Generalized Linear Model
Educational Statistics
Machine/Statistical Learning
Longitudinal Data Analysis

陳君厚Chun-houh ChenResearch Fellow and Director

20902-2783-3608
02-2783-5611#209

cchen@stat.sinica.edu.tw

Expertise
Biobanking and Smart Health, Bioinformatics, Data/Information Visualization, Dimension Reduction, Matrix Visualization, Multivariate Statistical Methods, Pattern Recognition Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models
Smart Health

陳璿宇Hsuan-Yu ChenAssociate Research Fellow/Professor

42002-2783-3757
02-2783-5611#420

hychen@stat.sinica.edu.tw

Expertise
Applications of Bioinformatics in Precision Medicine.

陳定立Ting-Li ChenAssociate Research Fellow/Professor

400702-2787-5671

tlchen@stat.sinica.edu.tw

Expertise
Image Processing and Analysis, Pattern Recognition, Computational Probability and Statistics, Clustering and Classification, Markov Chain Monte Carlo Method Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models
Statistical Analysis for Biological Image Data

程毅豪Yi-Hau ChenDistinguished Research Fellow/Professor

31502-2783-3727
02-2783-5611#315

yhchen@stat.sinica.edu.tw

Expertise
Biostatistics, Incomplete Data, Genetic Epidemiology, Survival Analysis Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models

紀建名Chien-Ming ChiAssistant Research Fellow/Professor

11202-2783-5611#112

xbbchi@stat.sinica.edu.tw

Expertise
High-dimensional Nonparametric Prediction
High-dimensional Nonparametric Inference
Time Series Analysis

丘政民Jeng-Min ChiouDistinguished Research Fellow/Professor

601402-2787-5738

jmchiou@stat.sinica.edu.tw

Expertise
Functional/Longitudinal data analysis
Semi-parametric statistical methods
Change point analysis
Generalized linear models/Quasi-likelihood
Applied Statistics

黃信誠Hsin-Cheng HuangDistinguished Research Fellow/Professor and Deputy Director

30902-2783-3720
02-2783-5611#309

hchuang@stat.sinica.edu.tw

Expertise
Spatial and spatio-temporal statistics
Statistical learning
Model selection
Environmental statistics

黃名鉞Ming-Yueh HuangAssistant Research Fellow/Professor

20502-2783-3617
02-2783-5611#205

myh0728@stat.sinica.edu.tw

Expertise
Semiparametric models and nonparametric methods, Dimension reduction and variable screening, Survival analysis with multiple or high-dimensional covariates, ROC analysis, More general models and estimation problems in causal inference, Regression with functional covariates

陳素雲Su-Yun HuangResearch Fellow/Professor

41802-2783-3756
02-2783-5611#418

syhuang@stat.sinica.edu.tw

Expertise
Dimension Reduction, High-dimensional Data Analysis, Machine Learning & Deep Learning, Robust Statistical Inference and Algorithms Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models
Statistical Analysis for Biological Image Data
Smart Health

黃彥棕Yen-Tsung HuangResearch Fellow/Professor

400802-2787-5685

ythuang@stat.sinica.edu.tw

Expertise
Biostatistics, Statistical Genetics, Integrative Genomics, Causal Mediation Model, Survival Analysis, Epidemiology, Causal Inference

黃顯貴Hsien-Kuei HwangDistinguished Research Fellow/Professor

21202-2783-3652
02-2783-5611#212

hkhwang@stat.sinica.edu.tw

Expertise
Applied Probability
Analysis of Algorithms
Asymptotic Analysis

黃景祥Jing-Shiang HwangDistinguished Research Fellow/Professor

41702-2783-3751
02-2783-5611#417

jshwang@stat.sinica.edu.tw

Expertise
Environmental Health Study
Cost-effectiveness Analysis
Social Network Analysis
Health Economics

高振宏Chen-Hung KaoResearch Fellow/Professor

601502-2787-5739

chkao@stat.sinica.edu.tw

Expertise
developing and utilizing statistical methodology

李靜沛Ching-Pei LeeAssistant Research Fellow/Professor

30602-2783-3698
02-2783-5611#306

chingpei@stat.sinica.edu.tw

Expertise
Nonlinear optimization
Large-scale Machine Learning

林國棟Gwo Dong LinAdjunct Research Fellow/Professor

31202-2783-5611#312

gdlin@stat.sinica.edu.tw

Expertise
Distribution Theory
Applied Probability
Survival Analysis

劉長萱Michelle LiouResearch Fellow/Professor

601702-2787-5742

mliou@stat.sinica.edu.tw

Expertise
Neuroimaging, Information Theory, Reliability, Test Equating, CAT Research Group(s) Brain Dynamics and Information Synthesis Laboratory

劉維中Wei-chung LiuAssociate Research Fellow/Professor

400502-2787-5667

wliu1975@stat.sinica.edu.tw

Expertise
Mathematical Biology, Theoretical Ecology, Quantitative Epidemiology, Network Biology, Systems Biology, Sociology

彭健育Chien-Yu PengAssociate Research Fellow/Professor

502002-2787-5720

chienyu@stat.sinica.edu.tw

Expertise
Reliability (degradation modeling and analysis)
Design of experiments (indicator functions and computer experiments)
Mathematical statistics (theory of degradation models)

潘建興Frederick Kin Hing PhoaResearch Fellow/Professor

500702-2787-5700

fredphoa@stat.sinica.edu.tw

Expertise
Design and Analysis of Modern Experiments
Large-Scale Network Data / Database Analysis
Nature-Inspired Metaheuristic Optimization
Research Metrics and Scientometrics
Big Data Analytics, Deep Learning and Artificial Intelligence
Missing Data Problem
Statistical Applications to Physical, Biomedical and Social Sciences

謝叔蓉Shwu-Rong Grace ShiehResearch Fellow/Professor

30502-2783-3697
02-2783-5611#305

gshieh@stat.sinica.edu.tw

Expertise
Prediction for drug response of cancer patients
Identify gene signature of immunotherapy (PD-L1 inhibitor, etc)
Integrative Analysis of multi-omics data

蔡志鑫Arthur Chihhsin TsaiAssociate Research Fellow/Professor

601802-2787-5743

arthur@stat.sinica.edu.tw

Expertise
Independent Component Analysis, Statistical Transformation, EEG Source Analysis, Functional MRI Data Analysis, Neuro-Fuzzy Systems, Trait Anxiety, Emotional-Cognitive Interactions

蔡恆修Henghsiu TsaiResearch Fellow/Professor

21502-2783-3653
02-2783-5611#215

htsai@stat.sinica.edu.tw

Expertise
Mathematical Finance, Multivariate Data Analysis, Psychometrics, Sampling-based Inference, Stochastic Differential Equation Modeling, Stochastic Processes, Time Series Analysis Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models

蔡宗希Tsung-Hsi TsaiAssociate Research Fellow/Professor

21002-2783-3638
02-2783-5611#210

chonghi@stat.sinica.edu.tw

Expertise

杜憶萍I-Ping TuResearch Fellow/Professor

401702-2787-5687

iping@stat.sinica.edu.tw

Expertise
Clustering Analysis, Dimension Reduction, Scan Statistics, Statistical Machine learning, cryo-EM Image Analysis, Block Chain Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models
Statistical Analysis for Biological Image Data

楊欣洲Hsin-Chou YangResearch Fellow/Professor

401602-2787-5686

hsinchou@stat.sinica.edu.tw

Expertise
Data sciences for the multi-omics and precision & smart health studies Research Group(s) Big data analytics for SARS-CoV-2
Robust Statistical Inference for High Dimensional Data and Deep Models
Smart Health

梁埈豪Junho YangAssistant Research Fellow/Professor

501602-2787-5713

junhoyang@stat.sinica.edu.tw

Expertise
Time Series Analysis
Frequency Domain Analysis
Applied Probability
Spatial Statistics

姚怡慶Yi-Ching YaoAdjunct Research Fellow/Professor

501902-2787-5719

yao@stat.sinica.edu.tw

Expertise
Applied Probability, Optimal Stopping, Stochastic Control, Queueing Systems, Information Theory, Game Theory, Change-Point Problems, Sequential Analysis Research Group(s) Statistical Analysis for Biological Image Data

楊振翔Chen-Hsiang YeangAssociate Research Fellow/Professor

31002-2783-3726
02-2783-5611#310

chyeang@stat.sinica.edu.tw

Expertise
Computational Biology
1. cancer genomics
2. molecular evolution Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models
Smart Health

顏佐榕Tso-Jung YenAssociate Research Fellow/Professor

401902-2787-5689

tjyen@stat.sinica.edu.tw

Expertise
Algorithms for solving large scale statistical problems
Estimation of high dimension models
Analysis of social network data Research Group(s) Robust Statistical Inference for High Dimensional Data and Deep Models
Smart Health

袁新盛Shin-Sheng YuanAssociate Research Fellow/Professor

30702-2783-3710
02-2783-5611#307

syuan@stat.sinica.edu.tw

Expertise
1. Next Generation Sequencing: Methods and Applications
2. Bioinformatics
3. Epidemiology
4. Deep Learning on Survival Analysis

Faculty