國立政治大學心理學系

期刊論文

• Po-Hsien Huang*, 2025.08, 'Residual Permutation Tests for Feature Importance in Machine Learning, ' British Journal of Mathematical and Statistical Psychology,.(SSCI)(*為通訊作者)(本論著未刊登但已被接受)
• 黃柏僩*, 2025.03, '應用機器學習於小樣本研究：巢套交叉驗證之倡議, ' 中華心理學刊, Vol.67, No.1, pp.1-22.(TSSCI)(*為通訊作者)
• Chan-Tat Ng;Po-Hsien Huang;Yi-Cheng Cho;Pei-Hong Lee;Yi-Chang Liu;Ting-Ting Chang*, 2024.07, 'Frontoparietal and salience network synchronizations during nonsymbolic magnitude processing predict brain age and mathematical performance in youth, ' Human Brain Mapping, Vol.45, No.11, pp.e2677.(SCI)(*為通訊作者)
• Po-Hsien Huang*, 2023.01, 'Accelerating Item Factor Analysis on GPU with Python Package xifa, ' Behavior Research Methods, Vol.55, pp.4403-4418.(SSCI)(*為通訊作者)
• Po-Hsien Huang*, 2022.07, 'Penalized Least Squares for Structural Equation Modeling with Ordinal Responses, ' Multivariate Behavioral Research, Vol.57, No.2-3, pp.279-297.(SSCI, SCIE)(*為通訊作者)
• Huei-Jiuan Wu;Carol Strong*;Yi-Fang Yu;Stephane Wen-Wei Ku;Yuan-Chi Tseng;Chien-Wen Yuan;Chia-Wen Li;Po-Hsien Huang;Nai-Ying Ko;Peter L Anderson, 2022.05, 'Usability and effectiveness of adherence monitoring of a mobile app designed to monitor and improve adherence to event-driven and daily HIV pre-exposure prophylaxis among men who have sex with men in Taiwan, ' Digit Health, Vol.8, pp.20552076221102770.(SSCI, SCIE)(*為通訊作者)
• Yu-Ching Hsu;Jung-Der Wang;Po-Hsien Huang;Yu-Wen Chien;Ching-Ju Chiu;Cheng-Yu Lin, 2022.04, 'Integrating domain knowledge with machine learning to detect obstructive sleep apnea: Snore as a significant bio-feature, ' Journal of Sleep Research, Vol.31, No.2, pp.e13487.(SCIE, SCI)
• Liu-Qin Yang*;Wei Wang*;Po-Hsien Huang;Anthony Nguyen, 2022.03, 'Optimizing Measurement Reliability in Within‑Person Research: Guidelines for Research Design and R Shiny Web Application Tools, ' Journal of Business and Psychology,.(SSCI)(*為通訊作者)(本論著未刊登但已被接受)
• Yi-Fang Yu;Huei-Jiuan Wu;Stephane Wen-Wei Ku;Po-Hsien Huang;Chia-Wen Li;Poyao Huang;Carol Strong*, 2021.12, 'Condomless Anal Sex Associated With Heterogeneous Profiles Of HIV Pre-Exposure Prophylaxis Use and Sexual Activities Among Men Who Have Sex With Men: A Latent Class Analysis Using Sex Diary Data on a Mobile App, ' Journal of Medical Internet Research, Vol.23, No.12, pp.e33877.(SCIE)(*為通訊作者)
• 簡欣儀;黃柏僩;許文耀;林怡彤*, 2021.12, '網路遊戲動機與網路遊戲成癮之潛在剖面分析, ' 中華心理衛生學刊, Vol.34, No.4, pp.303-343.(*為通訊作者)
• 鄧祈允;黃柏僩*, 2021.09, '雙因素模型下測驗分數信度係數之比較, ' 測驗學刊, Vol.68, No.3, pp.175-197.(TSSCI)(*為通訊作者)
• Carol Strong*;Po-Hsien Huang;Nai-Ying Ko;Stephane Wen-Wei Ku;Huei-Jiuan Wu;Yuan-Chi Tseng;Chien-Wen Yuan;Yi-Fang Yu;Jay Chiehen Liao;Yi-Wen Chen;Yi-Chen Hung;Chia-Wen Li, 2020.12, 'Mobile App (UPrEPU) to Monitor Adherence to Pre-exposure Prophylaxis in Men Who Have Sex With Men: Protocol for a User-Centered Approach to Mobile App Design and Development, ' JMIR RESEARCH PROTOCOLS, Vol.9, No.12, pp.1-8.(*為通訊作者)
• Po-Hsien Huang*, 2020.05, 'Postselection Inference in Structural Equation Modeling, ' Multivariate Behavioral Research, Vol.55, No.3, pp.344-360.(SSCI, SCIE)(*為通訊作者)
• Po-Hsien Huang*, 2020.04, 'lslx: Semi-Confirmatory Structural Equation Modeling via Penalized Likelihood, ' Journal of Statistical Software, Vol.93, No.7, pp.1851.(SCIE)(*為通訊作者)
• Po-Hsien Huang*, 2018.03, 'A Penalized Likelihood Method for Multi-Group Structural Equation Modeling, ' British Journal of Mathematical and Statistical Psychology, Vol.71, pp.499-522.(SSCI, SCIE)(*為通訊作者)
• Li-Chung Lin;Po-Hsien Huang;Li-Jen Weng*, 2017.08, 'Selecting Path Models in SEM: A Comparison of Model Selection Criteria, ' Structural Equation Modeling: A Multidisciplinary Journal, Vol.24, pp.855-869.(SSCI, SCIE)(*為通訊作者)
• Po-Hsien Huang*, 2017.06, 'Asymptotics of AIC, BIC, and RMSEA for Model Selection in Structural Equation Modeling, ' Psychometrika, Vol.82, No.2, pp.407-426.(SSCI, SCIE)(*為通訊作者)
• Po-Hsien Huang;Hung Chen;Li-Jen Weng*, 2017.06, 'A Penalized Likelihood Method for Structural Equation Modeling, ' Psychometrika, Vol.82, No.2, pp.329-354.(SSCI, SCIE)(*為通訊作者)
• 張仁和;陳淑萍;陳柏融;黃柏僩;林子堯;趙軒甫*, 2013.03, '中文版「環境關懷量表」之分析, ' 測驗學刊, Vol.60, No.1, pp.211 - 237.(*為通訊作者)
• Po-Hsien Huang*;Li-Jen Weng, 2012.06, 'Estimating the Reliability of Aggregated and Within Person Centered Scores in Ecological Momentary Assessment, ' Multivariate Behavioral Research, Vol.3, No.47, pp.421-441.(*為通訊作者)

會議論文

• Po-Hsien Huang*, 2025.09, 'A Comparison of Feature Importance Tests in Machine Learning, ' The 89th Annual Convention of the Japanese Psychological Association, Japanese Psychological Association.(*為通訊作者)
• Po-Hsien Huang*, 2025.08, 'Predictive Modeling with Latent Variables: A Two-Stage Approach, ' The 8th International Conference on Econometrics and Statistics (EcoSta 2025), Computational and Methodological Statistics.(*為通訊作者)
• Po-Hsien Huang*, 2024.09, 'Significance Tests for Feature Importance via Python Package Sial, ' The 88th Annual Convention of the Japanese Psychological Association, Japanese Psychological Association.(*為通訊作者)
• Po-Hsien Huang*, 2024.07, 'Residual Permutation Tests for Feature Importance in Machine Learning, ' International Meeting of the Psychometric Society 2024, Psychometric Society.(*為通訊作者)
• Tseng Yi Hsuan*;Po-Hsien Huang*, 2024.07, 'Conditional Process Analysis with measurement error: the structural equation modeling approach avaliable in the lavaan environment, ' International Meeting of the Psychometric Society 2024, Psychometric Society.(*為通訊作者)
• 曾義軒;黃柏僩*, 2023.10, '限制聯合最大概似與邊際最大概似實徵表現之再檢驗, ' 2023臺灣心理學年會, 臺灣心理學會.(*為通訊作者)
• 陳肇宇;黃柏僩*, 2023.10, '使用機器學習協助因果效果估計之實徵探討：相對小樣本之情境, ' 2023臺灣心理學年會, 臺灣心理學會.(*為通訊作者)
• 謝馥如;黃柏僩*, 2023.10, '不同交叉驗證策略應用於機器學習之實徵評估, ' 2023臺灣心理學年會, 臺灣心理學會.(*為通訊作者)
• Zhong-Ling Wang;Po-Hsien Huang;Wen-Yau Hsu;Hen-Hsen Huang, 2023.05, 'Self-Adapted Utterance Selection for Suicidal Ideation Detection in Lifeline Conversations, ' Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, European Chapter of the Association for Computational Linguistics, pp.1436--1446.
• Po-Hsien Huang*;Li-Ping Yen, 2022.12, 'Permutation Tests for Testing Variable Importance, ' IASC-ARS Interim Conference 2022, Asian Regional Section (ARS) of the International Association for Statistical Computing (IASC).(*為通訊作者)
• 黃柏僩*, 2022.06, 'Accelerating dependency modeling with graphics processing units, ' 5th International Conference on Econometrics and Statistics, CMStatistics and CFENetwork.(*為通訊作者)
• 黃柏僩*, 2021.10, 'Accelerating Item Factor Analysis with GPU and Vectorization, ' 2021台灣心理學年會, 台灣心理學會.(*為通訊作者)
• 顏立平;黃柏僩*, 2021.10, '違反測量恆等性對於測驗總分與預測因素分數排序一致性之影響, ' 2021台灣心理學年會, 台灣心理學會.(*為通訊作者)
• 黃柏僩*, 2021.07, 'Psychometric modeling via deep learning libraries, ' International Meeting of Psychometric Society, Psychometric Society.(*為通訊作者)
• 鄧祈允;黃柏僩*, 2019.12, '雙因素模型下測驗分數信度係數之比較, ' 中國測驗學會年會, 中國測驗學會.(*為通訊作者)
• 黃柏僩*, 2019.12, '使用 TensorFlow 進行試題反應理論模型分析, ' 中國測驗學會年會, 中國測驗學會.(*為通訊作者)
• 胡滋紜;張嘉芸;廖姿雅;黃柏僩*, 2019.11, '新偶像崇拜量表的結構模型建立與檢驗, ' 台灣心理學年會, 台灣心理學會.(*為通訊作者)
• 廖傑恩;吳旻憲;蘇維聆;黃柏僩*, 2019.11, '大學生壓力源知覺量表：多面向強迫選擇方法之應用, ' 台灣心理學年會, 台灣心理學會.(*為通訊作者)
• 王柏皓;黃柏僩*, 2019.11, '利用卷積類神經網路對臉部表情進行判斷, ' 台灣心理學年會, 台灣心理學會.(*為通訊作者)
• Po-Hsien Huang*, 2019.07, 'Sparse estimation for SEM via R package lslx, ' International Meeting of Psychometric Society 2019, Psychometric Society.(*為通訊作者)
• Po-Hsien Huang*, 2018.07, 'Post-Selection Inference in Structural Equation Modeling, ' International Meeting of Psychometric Society 2018, Psychometric Society.(*為通訊作者)
• 宇野光平*;黃柏僩, 2018.05, 'Penalized item response models for polytomous data., ' 日本計算機統計学会第32回大会, 東京醫科齒科大學.(*為通訊作者)
• Po-Hsien Huang*, 2017.10, 'lslx: Semi-Confirmatory Structural Equation Modeling via Penalized Likelihood., ' 台灣心理學會第56屆年會暨國際研討會, 台灣心理學會.(*為通訊作者)
• Po-Hsien Huang*, 2017.07, 'A Penalized Likelihood Method for Multi-Group Structural Equation Modeling, ' International Meeting of Psychometric Society 2017, Psychometric Society.(*為通訊作者)
• 胡文馨;黃柏僩*, 2016.10, '具有遺漏值列聯表之最大概似估計, ' 2016台灣心理學會第55屆年會暨國際學術研討會, 台灣心理學會.(*為通訊作者)
• Po-Hsien Huang*, 2016.07, 'lsl: A Package for Structural Equation Modeling with Penalized Likelihood, ' International Meeting of Psychometric Society 2016, Psychometric Society.(*為通訊作者)
• Tong-Rong Yang;Po-Hsien Huang*, 2015.10, 'A L1-regularized Minimum Residual Method for Factor Analysis, ' 台灣心理學年會, 台灣心理學會.(*為通訊作者)
• 黃柏僩*, 2015.07, 'A Penalized Likelihood Method for Structural Equation Modeling with Ordinal Data, ' International Meeting of Psychometric Society 2015, Psychometric Society.(*為通訊作者)
• Po-Hsien Huang*;Chun-Ting Lee, 2014.11, 'Estimating Polychoric Correlation Matrix via Pairwise Likelihood with Positive Semidefinite Constraint, ' 台灣心理學會年會, 台灣心理學會.(*為通訊作者)
• 黃柏僩*;陳 宏;翁儷禎, 2014.08, '懲罰概似函數方法於結構方程模型之理論發展與應用, ' 第十一屆海峽兩岸學術研討會, 中國測驗學會.(*為通訊作者)
• Po-Hsien Huang;Li-Jen Weng*, 2013.11, 'Asymptotics of AIC and BIC in Structural Equation Modeling, ' 中國測驗學會2013年會暨心理與教育測驗學術研討會, 中國測驗學會.(*為通訊作者)
• Po-Hsien Huang;Hung Chen;Li-Jen Weng*, 2013.10, 'SEMPL: An R Function for Conducting Structural Equation Modeling with Penalized Likelihood, ' 台灣心理學會第52屆年會暨學術研討會, 台灣心理學會.(*為通訊作者)
• Po-Hsien Huang;Hung Chen;Li-Jen Weng*, 2013.09, 'A Penalized Likelihood Method for Structural Equation Modeling, ' 2013 International Conference on Survey Research Methodology, 中央研究院人文社會科學研究中心調查研究專題中心.(*為通訊作者)
• Po-Hsien Huang;Hung Chen;Li-Jen Weng*, 2013.07, 'Factor Analysis with Weighted L1 Regularization, ' International Meeting of Psychometric Society 2013, Psychometric Society.(*為通訊作者)
• Po-Hsien Huang;Li-Jen Weng*, 2012.10, 'Robust Inferences for Structural Equation Modeling with Intraclass Dependent Observations, ' 台灣心理學協會第51屆年會, 台灣心理學會.(*為通訊作者)
• Po-Hsien Huang;Li-Jen Weng*, 2012.07, 'Structural Equation Modeling with Intraclass Correlated Observations: A Comparison of Two Existing Approaches and Their Extension, ' International Meeting of Psychometric Society 2012, Psychometric Society.(*為通訊作者)
• Po-Hsien Huang;Li-Jen Weng*, 2011.07, 'Estimating the Reliability of Aggregated and Within Person Centered Scores in Ecological Momentary Assessment, ' International Meeting of Psychometric Society 2021, Psychometric Society.(*為通訊作者)
• Po-Hsien Huang;Li-Jen Weng*, 2010.07, 'Multilevel factor model with serial correlation structure, ' International Meeting of Psychometric Society 2010, Psychometric Society.(*為通訊作者)

專書

• 胡昌亞*;范思美;黃柏僩;楊文芬;游琇婷;黃瑞傑;鄭瑩妮;王豫萱;陳怡靜;林義挺;陳燕諭, 2022.07, '用JASP完成論文分析與寫作, ' 研究&方法, 五南圖書出版社.(*為通訊作者)

其他

• 黃柏僩*, 2014.06, '結構方程模型之懲罰概似方法與其大樣本性質, '.(*為通訊作者)
• 黃柏僩*, 2009.07, '憂鬱與日常生活的心境一致想法：日程紀錄研究, '.(*為通訊作者)

校內本職

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 副教授
• 心理學系
• 2021年08月 ~