國立中央大學
教師個人簡歷
現職
國立中央大學
理學院統計研究所
副教授
專長
高維度資料分析
降維方法
存活分析
低溫電顯研究
專長簡述
最高學歷
國立臺灣大學
數學系
博士
科技部學門領域
政府GRB研究專長領域
教育部學門領域
高教深耕計畫
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新進/年輕教師學術研究補助-王紹宣
1110101~1111220
國科會計畫統計
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混合式反應變數的高維度貝式選模理論
1140801~1150731
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混合式反應變數的高維度貝式選模理論
1130801~1140731
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混合式反應變數的高維度貝式選模理論
1120801~1130731
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交叉數據矩陣型PCA：理論與應用
1111001~1121031
[漸近常態性,交叉數據矩陣,高維度,低樣本數,主成分分析,隨機矩陣,尖峰協方差模型,擾動 , Asymptotic normality,cross data matrix,high dimension,low sample size,principal component analysis,random matrix,spiked covariance model,perturbation] -
交叉數據矩陣型PCA：理論與應用
1101001~1110930
[漸近常態性,交叉數據矩陣,高維度,低樣本數,主成分分析,隨機矩陣,尖峰協方差模型,擾動 , Asymptotic normality,cross data matrix,high dimension,low sample size,principal component analysis,random matrix,spiked covariance model,perturbation] -
交叉數據矩陣型PCA：理論與應用
1091001~1100930
[漸近常態性,交叉數據矩陣,高維度,低樣本數,主成分分析,隨機矩陣,尖峰協方差模型,擾動 , Asymptotic normality,cross data matrix,high dimension,low sample size,principal component analysis,random matrix,spiked covariance model,perturbation]
期刊著作
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Two-step mixed-type multivariate Bayesian sparse variable selection with shrinkage priors
Electronic Journal of Statistics, 19, 1, 397-457, 2025-01-01
[ Global-local shrinkage prior,mixed responses,multivariate regression,posterior contraction,ultra-high dimensionality,variable screening ] -
A Geometric Algorithm for Contrastive Principal Component Analysis in High Dimension
Journal of Computational and Graphical Statistics, 33, 3, 909-916, 2024-01-01
[ Cayley retraction mapping,Contrastive PCA,Curvilinear-search,High dimension,Principal component analysis,Projected gradient,Stiefel manifold ] -
UNCERTAINTY QUANTIFICATION IN DYNAMIC IMAGE RECONSTRUCTION WITH APPLICATIONS TO CRYO-EM
Statistica Sinica, 33, 1771-1788, 2023-05-01
[ Change-points,cryogenic electron microscopy,empirical Bayes,hidden Markov models,Markov chain Monte Carlo,particle filters,stem cells,uncertainty quantification ] -
Perturbation theory for cross data matrix-based PCA
Journal of Multivariate Analysis, 190, 2022-07-01 -
QUANTIFICATION OF MODEL BIAS UNDERLYING THE PHENOMENON OF “EINSTEIN FROM NOISE”
Statistica Sinica, 31, 2355-2379, 2021-01-01
[ Cross correlation,cryogenic electron microscopy,extreme value distribution,high dimensional data analysis,model bias,white-noise image ] -
Concordance-based estimation approaches for the optimal sufficient dimension reduction score
Scandinavian Journal of Statistics, 47, 3, 662-689, 2020-09-01
[ central subspace,concordance probability function,concordance-based generalized BIC,optimal sufficient dimension reduction (SDR) score,structural degree,structural dimension ] -
On asymptotic normality of cross data matrix-based PCA in high dimension low sample size
Journal of Multivariate Analysis, 175, 2020-01-01
[ Asymptotic normality,Cross data matrix,High dimension low sample size,Principal component analysis,Spiked covariance model ] -
Maximum partial-rank correlation estimation for left-truncated and right-censored survival data
Statistica Sinica, 29, 4, 2141-2161, 2020-01-01
[ Asymptotic normality,Consistency,Left-censoring,Left-truncation. partial-rank correlation estimation,Random weighted bootstrap,Rank correlation estimation,Right-censoring,Right-truncation,U-statistic ] -
Two-stage dimension reduction for noisy high-dimensional images and application to cryogenic electron microscopy
Annals of Mathematical Sciences and Applications, 5, 2, 283-316, 2020-01-01
[ Generalized information criterion,Image denoising and reconstruction,Random matrix theory,Rank selection,Stein’s unbiased estimate of risk ] -
Versatile estimation in censored single-index hazards regression
Annals of the Institute of Statistical Mathematics, 70, 3, 523-551, 2018-06-01
[ Accuracy measure,Conditional survival function,Cross-validation,Kaplan–Meier estimator,Pseudo-integrated least squares estimator,Pseudo-maximum likelihood estimator,Single-index hazards model,U-statistic ] -
Bias and variance reduction in nonparametric estimation of time-dependent accuracy measures
Statistics in Medicine, 35, 28, 5247-5266, 2016-12-10
[ bandwidth selection,conditional survival function,Gaussian process,kernel function,marker-dependent censoring,positive/negative predictive value,receiver operating characteristic curve,true/false positive rate,U-statistic ] -
On compatibility of discrete full conditional distributions: A graphical representation approach
Journal of Multivariate Analysis, 124, 1-9, 2014-02-01
[ Connected graph,Full conditional,Graph theory,Primary,Secondary,Spanning tree ] -
Estimating the occurrence rate of DNA palindromes
Annals of Applied Statistics, 7, 2, 1095-1110, 2013-06-01
[ DNA palindrome,Genome sequence,Hairpin structure,Higher order Markov model,Hot-spot,Markov model,Occurrence rate,P-value,Poisson process,Power,Segmented Markov model ] -
Random weighting and edgeworth expansion for the nonparametric time-dependent AUC estimator
Statistica Sinica, 19, 3, 969-979, 2009-07-01
[ AUC,Edgeworth expansion,Kaplan-meier estimator,Normal approximation,Random weighted bootstrap,Survival data,U-statistic ]
校內獲獎
- 114 論文進步獎
- 111 新進教師補助
- 111 新聘傑出獎(舊制)
- 110 新聘傑出獎(舊制)
- 109 新聘傑出獎(舊制)