註:部分科目無課綱為無須上傳或無近期開課資訊
| 科目名稱 | 英文科目名稱 | 科目代碼 | 課綱 |
| 專業必修 | |||
| 高等機率論 | Advanced Probability Theory | AM__53900 | ~GO~ |
| 數值分析 | Numerical Analysis | AM__52100 | ~GO~ |
| 高等統計學 | Advanced Statistics | AM__53600 | ~GO~ |
| 統計計算 | Statistical Computing | AM__57000 | ~GO~ |
| 專業選修 | |||
| 實變函數論(一) | Real Analysis (I) | AM__52700 | ~GO~ |
| 應用統計線性模型 | Applied Statistical Linear Models | AM__51500 | ~GO~ |
| 多變量分析 | Multivariate Analysis | AM__51000 | ~GO~ |
| 模擬方法 | Simulation Study | AM__60900 | ~GO~ |
| 廣義統計線性模型 | Generalized Linear Models | AM__51900 | ~GO~ |
| 應用機率模式 | Applied Probability Models | AM__50400 | ~GO~ |
| 假設檢定及區間估計 | Hypothesis Testing and Interval Estimation | AM__52000 | ~GO~ |
| 時間序列分析 | Time Series Analysis | AM__50700 | ~GO~ |
| 應用隨機過程 | Applied Stochastic Processes | AM__50800 | ~GO~ |
| 抽樣調查 | Sampling Techniques | AM__50300 | ~GO~ |
| 類神經網路 | Neural Networks | CSIE51200 | ~GO~ |
| 非參數統計理論 | Nonparamertic Statistics | AM__52400 | ~GO~ |
| 生物統計 | Biostatistics | AM__53700 | ~GO~ |
| 點估計論 | Theory of Point Estimation | AM__61600 | ~GO~ |
| 圖論 | Graph Theory | AM__61700 | ~GO~ |
| 高等演算法 | Advanced Algorithms | AM__@0130 | ~GO~ |
| 對局論 | Game Theory | AM__54300 | ~GO~ |
| 數學規劃 | Mathematical Programming | AM__54700 | ~GO~ |
| 智慧型數值計算 | Intelligent Numerical Computation | AM__52800 | ~GO~ |
| 決策理論 | Decision Theory | AM__@0140 | ~GO~ |
| 無母數迴歸分析 | Nonparametric Regression Analysis | AM__61800 | ~GO~ |
| 隨機過程 | Stochastic Processes | AM__53300 | ~GO~ |
| 存活分析 | Survival Analysis | AM__53100 | ~GO~ |
| 生物資訊統計學 | Statistical Methods for Bioinformatics | AM__54900 | ~GO~ |
| 隨機微積分 | Stochastic Calculus | AM__@0150 | ~GO~ |
| 長期追蹤資料分析 | Longitudinal Data Analysis | AM__50000 | ~GO~ |
| 統計專論(一) | Topics in Statistics (I) | AM__55700 | ~GO~ |
| 統計專論(二) | Topics in Statistics (II) | AM__51200 | ~GO~ |
| 統計專論(三) | Topics in Statistics (III) | AM__56300 | ~GO~ |
| 統計專論(四) | Topics in Statistics (IV) | AM__56200 | ~GO~ |
| 機率專論(一) | Topics in Probability (I) | AM__61400 | ~GO~ |
| 機率專論(二) | Topics in Probability (II) | AM__@0160 | ~GO~ |
| 機率專論(三) | Topics in Probability (III) | AM__@0170 | ~GO~ |
| 機率專論(四) | Topics in Probability (IV) | AM__@0180 | ~GO~ |
| 作業研究專論(一) | Topics in Operations Research (I) | AM__53800 | ~GO~ |
| 作業研究專論(二) | Topics in Operations Research (II) | AM__55100 | ~GO~ |
| 作業研究專論(三) | Topics in Operations Research (III) | AM__@0190 | ~GO~ |
| 作業研究專論(四) | Topics in Operations Research (IV) | AM__@0200 | ~GO~ |
| 排隊理論 | Queueing Theory | AM__54800 | ~GO~ |
| 統計機器學習 | Statistical Machine Learning | AM__@0210 | ~GO~ |
| 引導研究(一) | Directed Study (I) | AM__55300 | ~GO~ |
| 引導研究(二) | Directed Study (II) | AM__55800 | ~GO~ |
| 論文研究(一) | Thesis (I) | AM__55400 | ~GO~ |
| 論文研究(二) | Thesis (II) | AM__60500 | ~GO~ |
| 專題討論:應數講座(一) | Colloquium : Lectures of Applied Mathematics (I) | AM__55500 | ~GO~ |
| 專題討論:應數講座(二) | Colloquium : Lectures of Applied Mathematics (II) | AM__55900 | ~GO~ |
| 專題討論:應數講座(三) | Colloquium : Lectures of Applied Mathematics (III) | AM__55900 | ~GO~ |
| 專題討論:應數講座(四) | Colloquium : Lectures of Applied Mathematics (IV) | AM__56100 | ~GO~ |