國立中央大學教師履歷平台

教師個人簡歷

中文姓名

黃世豪

英文姓名

Huang, Shih-Hao

電子郵件

shhuang@math.ncu.edu.tw

統計方法實驗設計高維度資料分析 variable augmentation 維度縮減 dimension reduction experimental design high-dimensional data analysis Statistical methods

現職	國立中央大學理學院數學系副教授
專長	統計方法實驗設計高維度資料分析 Statistical methods experimental design high-dimensional data analysis
專長簡述	統計方法、實驗設計、高維度資料分析
最高學歷	國立中山大學應用數學系博士
相關連結	GRB資訊系統

科技部學門領域	M - 自然科學 M01 - 統計 M0102 - 統計方法
政府GRB研究專長領域
教育部學門領域	4 - 科學 46 - 數學及統計學門 4601 - 數學學類

高教深耕計畫

數學系-黃世豪
1090101~1091218

國科會計畫統計

一些關於充分維度縮減的檢定問題與其應用
1140801~1150731
群組檢驗迴歸模型之最適設計
1130801~1140731
一些關於充分維度縮減的檢定問題與其應用
1130801~1140731
一些關於充分維度縮減的檢定問題與其應用
1120801~1130731
具有未知模式試驗誤差之群組試驗的穩健參數估計法
1110801~1120831
[γ‐散度, 群組試驗, 盛行率, 穩健估計, 敏感度, 特異度 , γ‐divergence, group testing, prevalence, robust estimation, sensitivity, specificity]
具有未知模式試驗誤差之群組試驗的穩健參數估計法
1100801~1110731
[γ‐散度, 群組試驗, 盛行率, 穩健估計, 敏感度, 特異度 , γ‐divergence, group testing, prevalence, robust estimation, sensitivity, specificity]
充分降維分析中基於虛擬變量之維度估計法
1090801~1100731
[維度估計,維度縮減,特徵分解,逆迴歸,變數擴增,基於模擬之推論方法 , dimension estimation,dimension reduction,eigen-decomposition,inverse regression,variable augmentation,simulation-based inference]
應用於影像資料之信息式典型分析
1080801~1091031
[泛函式方法, 多線性分解, 維度縮減 , functional-based approach, multilinear constraint, dimension reduction]
應用於影像資料之信息式典型分析
1070901~1080731
[泛函式方法, 多線性分解, 維度縮減 , functional-based approach, multilinear constraint, dimension reduction]

期刊著作

邏輯斯迴歸的最佳參數估計子抽樣方法Optimal Subsampling Algorithms for Parameter Estimation in Logistic Regression Model
中國統計學報, 61, 4, 271-293, 2023-12-31
[ 主動式學習,邏輯斯迴歸,最適設計,最佳子抽樣,參數估計,Active Learning,Optimal Design,Logistic Regression,Optimal Subsampling,Parameter Estimation ]
Inference for the dimension of a regression relationship using pseudo-covariates
Biometrics, 79, 3, 2394-2403, 2023-09-01
[ inference for dimension,nonparametric regression,sequential testing,sufficient dimension reduction,variable augmentation ]
On the asymptotic normality and efficiency of Kronecker envelope principal component analysis
Journal of Multivariate Analysis, 184, 2021-07-01
Testing Independence Between Two Spatial Random Fields
Journal of Agricultural, Biological, and Environmental Statistics, 26, 2, 161-179, 2021-06-01
Optimal group testing designs for prevalence estimation combining imperfect and gold standard assays
Electronic Journal of Statistics, 15, 1, 630-649, 2021-01-01
Optimal designs for binary response models with multiple nonnegative variables
Journal of Statistical Planning and Inference, 206, 75-83, 2020-05-01
Cost considerations for efficient group testing studies
Statistica Sinica, 30, 1, 285-302, 2020-01-01
Optimal group testing designs for estimating prevalence with uncertain testing errors
Journal of the Royal Statistical Society. Series B: Statistical Methodology, 79, 5, 1547-1563, 2017-11-01
Optimal designs for quadratic regression with random block effects: The case of block size two
Journal of Statistical Planning and Inference, 175, 67-77, 2016-08-01
Copula - to model multi-channel fading by correlated but arbitrary Weibull marginals, giving a closed-form outage probability of selection-combining reception
IET Microwaves, Antennas and Propagation, 9, 15, 1698-1705, 2015-12-10
Robust designs for probability estimation in binary response experiments
Journal of Statistical Planning and Inference, 154, 1, 116-132, 2014-01-01

高教深耕計畫

數學系-黃世豪 1090101~1091218

國科會計畫統計

一些關於充分維度縮減的檢定問題與其應用 1140801~1150731

群組檢驗迴歸模型之最適設計 1130801~1140731

一些關於充分維度縮減的檢定問題與其應用 1130801~1140731

一些關於充分維度縮減的檢定問題與其應用 1120801~1130731

具有未知模式試驗誤差之群組試驗的穩健參數估計法 1110801~1120831 [γ‐散度, 群組試驗, 盛行率, 穩健估計, 敏感度, 特異度 , γ‐divergence, group testing, prevalence, robust estimation, sensitivity, specificity]

具有未知模式試驗誤差之群組試驗的穩健參數估計法 1100801~1110731 [γ‐散度, 群組試驗, 盛行率, 穩健估計, 敏感度, 特異度 , γ‐divergence, group testing, prevalence, robust estimation, sensitivity, specificity]

充分降維分析中基於虛擬變量之維度估計法 1090801~1100731 [維度估計,維度縮減,特徵分解,逆迴歸,變數擴增,基於模擬之推論方法 , dimension estimation,dimension reduction,eigen-decomposition,inverse regression,variable augmentation,simulation-based inference]

應用於影像資料之信息式典型分析 1080801~1091031 [泛函式方法, 多線性分解, 維度縮減 , functional-based approach, multilinear constraint, dimension reduction]

應用於影像資料之信息式典型分析 1070901~1080731 [泛函式方法, 多線性分解, 維度縮減 , functional-based approach, multilinear constraint, dimension reduction]

期刊著作

Inference for the dimension of a regression relationship using pseudo-covariates Biometrics, 79, 3, 2394-2403, 2023-09-01 [ inference for dimension,nonparametric regression,sequential testing,sufficient dimension reduction,variable augmentation ]

On the asymptotic normality and efficiency of Kronecker envelope principal component analysis Journal of Multivariate Analysis, 184, 2021-07-01

Testing Independence Between Two Spatial Random Fields Journal of Agricultural, Biological, and Environmental Statistics, 26, 2, 161-179, 2021-06-01

Optimal group testing designs for prevalence estimation combining imperfect and gold standard assays Electronic Journal of Statistics, 15, 1, 630-649, 2021-01-01

Optimal designs for binary response models with multiple nonnegative variables Journal of Statistical Planning and Inference, 206, 75-83, 2020-05-01

Cost considerations for efficient group testing studies Statistica Sinica, 30, 1, 285-302, 2020-01-01

Optimal group testing designs for estimating prevalence with uncertain testing errors Journal of the Royal Statistical Society. Series B: Statistical Methodology, 79, 5, 1547-1563, 2017-11-01

Optimal designs for quadratic regression with random block effects: The case of block size two Journal of Statistical Planning and Inference, 175, 67-77, 2016-08-01

Copula - to model multi-channel fading by correlated but arbitrary Weibull marginals, giving a closed-form outage probability of selection-combining reception IET Microwaves, Antennas and Propagation, 9, 15, 1698-1705, 2015-12-10

Robust designs for probability estimation in binary response experiments Journal of Statistical Planning and Inference, 154, 1, 116-132, 2014-01-01

數學系-黃世豪
1090101~1091218

一些關於充分維度縮減的檢定問題與其應用
1140801~1150731

群組檢驗迴歸模型之最適設計
1130801~1140731

一些關於充分維度縮減的檢定問題與其應用
1130801~1140731

一些關於充分維度縮減的檢定問題與其應用
1120801~1130731

具有未知模式試驗誤差之群組試驗的穩健參數估計法
1110801~1120831
[γ‐散度, 群組試驗, 盛行率, 穩健估計, 敏感度, 特異度 , γ‐divergence, group testing, prevalence, robust estimation, sensitivity, specificity]

具有未知模式試驗誤差之群組試驗的穩健參數估計法
1100801~1110731
[γ‐散度, 群組試驗, 盛行率, 穩健估計, 敏感度, 特異度 , γ‐divergence, group testing, prevalence, robust estimation, sensitivity, specificity]

充分降維分析中基於虛擬變量之維度估計法
1090801~1100731
[維度估計,維度縮減,特徵分解,逆迴歸,變數擴增,基於模擬之推論方法 , dimension estimation,dimension reduction,eigen-decomposition,inverse regression,variable augmentation,simulation-based inference]

應用於影像資料之信息式典型分析
1080801~1091031
[泛函式方法, 多線性分解, 維度縮減 , functional-based approach, multilinear constraint, dimension reduction]

應用於影像資料之信息式典型分析
1070901~1080731
[泛函式方法, 多線性分解, 維度縮減 , functional-based approach, multilinear constraint, dimension reduction]

Inference for the dimension of a regression relationship using pseudo-covariates
Biometrics, 79, 3, 2394-2403, 2023-09-01
[ inference for dimension,nonparametric regression,sequential testing,sufficient dimension reduction,variable augmentation ]

On the asymptotic normality and efficiency of Kronecker envelope principal component analysis
Journal of Multivariate Analysis, 184, 2021-07-01

Testing Independence Between Two Spatial Random Fields
Journal of Agricultural, Biological, and Environmental Statistics, 26, 2, 161-179, 2021-06-01

Optimal group testing designs for prevalence estimation combining imperfect and gold standard assays
Electronic Journal of Statistics, 15, 1, 630-649, 2021-01-01

Optimal designs for binary response models with multiple nonnegative variables
Journal of Statistical Planning and Inference, 206, 75-83, 2020-05-01

Cost considerations for efficient group testing studies
Statistica Sinica, 30, 1, 285-302, 2020-01-01

Optimal group testing designs for estimating prevalence with uncertain testing errors
Journal of the Royal Statistical Society. Series B: Statistical Methodology, 79, 5, 1547-1563, 2017-11-01

Optimal designs for quadratic regression with random block effects: The case of block size two
Journal of Statistical Planning and Inference, 175, 67-77, 2016-08-01

Copula - to model multi-channel fading by correlated but arbitrary Weibull marginals, giving a closed-form outage probability of selection-combining reception
IET Microwaves, Antennas and Propagation, 9, 15, 1698-1705, 2015-12-10

Robust designs for probability estimation in binary response experiments
Journal of Statistical Planning and Inference, 154, 1, 116-132, 2014-01-01