Department of Statistics of NTPU

Undergraduate

學士班 \ 學群課目＋課程地圖

1. Undergraduate Program

The bachelor’s degree requires completion of a minimum of 134 credits, including 28 University required credits, 58 department required credits and at least 30 elective credits offered through the department (at least 20 elective credits must be taken from our department faculties).

Required courses ( 58 credit hours )
Freshman	Sophomore	Junior	Senior
Statistics (3,3) Calculus (4,4) Linear Algebra (3,3) Economics (3,3)	Introduction to Probability (3) Statistical Inference (3) Regression Analysis(3) Experimental Design (3) Data Processing (2,2) Accounting (3,3)	Mathematical Statistics (3,3) Survey Sampling(3) Statistical Packages (3)
Elective courses( at least 30 credits must be taken and there is at least 20 credits must be delivered by faculties )
Medical Statistics
	Categorical Data Analysis (3) Survival Analysis (3) Design and Analysis of Clinical Trials (3) Analysis of Longitudinal Data (3)	Mathematical studies(通識) Biostatistics Methods (3) Statistics in Epidemiology (3) Nonparametric Statistics (3) Statistics in Genetics (3)	Statistics in Bioinformatics (3) Statistical Consulting (3) Statistical methods for data analysis (3)
Financial Statistics
	Financial Management (3) Investment Analysis (3) Time Series Analysis (3) Futures and Options (3)	Risk Theory (3) Heteroscedastic Model (3) Stochastic Processes (2,2) Financial market ( 企管學系、合經學系 ) Financial Statement Analysis ( 財政學系、會計學系 )	Banking Management ( 企管學系 ) International Finical Management( 企管學系 ) 衍生性金融市場 ( 合經學系 )
Business Statistics
		Multivariate Analysis (3) Time Series Analysis (3) Marketing Survey (3) Categorical Data Analysis (3) Business Management(3)	Statistical Consulting (3) Economic Statistics (3) Statistical Methods for Data Analysis (3) 計量經濟學 ( 經濟學系 ) 行銷方面課程 ( 企管學系）
Mathematical Statistics
	Advanced Calculus (3,3) Stochastic Processes (2,2)	Mathematical Statistics II (3) Probability Theory II (3) Special Topics in Statistics (3)
Others ( including law, computer information, business administration, accounting, etc.)
Statistics and Living (2) Computer Programming (3) Quality Management (3)	Statistic computing (3) Regression Analysis II (3) Insurance Mathematic (3)	Database system (3) Top in statistics (3) Seminar in statistic (3)	Data mining (3) Linear model (3) Operations Research (3)
Required courses

Note :

Due to the 5-year study program for the undergraduate program at extension education,
the course arrangement is slightly different.

Extension

學士 \ 學群課目＋課程地圖

2. Undergraduate Program at extension education

Required courses ( 58 credit hours )
Freshman	Sophomore	Junior	Senior
Statistics (3,3) Calculus (4,4) Linear Algebra (3,3) Economics (3,3)	Introduction to Probability (3) Statistical Inference (3) Regression Analysis (3) Experimental Design (3) Data Processing (2,2) Accounting (3,3) Business Management(3)	Mathematical Statistics (3,3) Survey Sampling (3) Statistical Packages (3)
Elective courses( at least 30 credits must be taken and there is at least 20 credits must be delivered by faculties )
Medical Statistics
	Categorical Data Analysis (3) Survival Analysis (3) Design and Analysis of Clinical Trials (3) Analysis of Longitudinal Data (3)	Mathematical studies(通識) Biostatistics Methods (3) Statistics in Epidemiology (3) Nonparametric Statistics (3) Statistics in Genetics (3)	Statistical Consulting (3) Statistical methods for data analysis (3)
Financial Statistics
	Financial Management (3) Investment Analysis (3) Time Series Analysis (3) Futures and Options (3)	Risk Theory (3) Heteroscedastic Model (3) Stochastic Processes (2,2) Financial market ( 企管學系、合經學系 ) Financial Statement Analysis ( 財政學系、會計學系 )	Banking Management ( 企管學系 ) International Finical Management( 企管學系 ) 衍生性金融市場 ( 合經學系 )
Business Statistics
		Multivariate Analysis (3) Time Series Analysis (3) Marketing Survey (3) Categorical Data Analysis (3) Business Management(3)	Statistical Consulting (3) Economic Statistics (3) Statistical Methods for Data Analysis (3) 計量經濟學 ( 經濟學系 ) 行銷方面課程 ( 企管學系）
Mathematical Statistics
	Advanced Calculus (3,3) Stochastic Processes (2,2)	Mathematical Statistics II (3) Probability Theory II (3) Special Topics in Statistics (3)
Others ( including law, computer information, business administration, accounting, etc.)
Statistics and Living (2) Computer Programming (3) Quality Management (3)	Statistic computing (3) Regression Analysis II (3) Insurance Mathematic (3)	Database system (3) Top in statistics (3) Seminar in statistic (3)	Data mining (3) Linear model (3) Operations Research (3) Introduction to Computer Science (3)
Required courses

Note :

Due to the 5-year study program for the undergraduate program at extension education,
the course arrangement is slightly different.

MS

學士班 \ 學群課目＋課程地圖

3. Master Program

The master degree requires completion of a minimum of 39 credits, including 6 credits of thesis research, 9 required credits and 18 elective credits offered through the department. In addition, a zero credit seminar must be taken for at least four semesters. For students whose undergraduate major is not in statistics, at least 3 department elective courses must be taken out of the six statistical core courses.

Required courses ( 15 credit hours )
1st year	2st year
Applied Mathematics and Computing for Statistics Mathematical Statistics Seminars : Statistics in Research	Thesis Seminars : Statistics in Research
Core courses(At least 3 courses must be taken for students whose undergraduate major is not in statistics)
Regression Analysis (3) Applied Time Series Analysis (3) Categorical Data Analysis (3)	Experimental Design (3) Multivariate Analysis (3) Survery Samping (3)
Elective course ( at least 18 credit hours)
Medical Statistics	Advanced Medical Statistics
Categorical Data Analysis (3) Survival Analysis (3) Analysis of Longitudinal Data (3) Design and Analysis of Clinical Trials (3)	Statistics in Bioinformatics (3) Statistics in Genetics (3) Structural Equation Models (3) Statistical Consulting (3) Case Studies on Data Analysis (3) 進階存活分析 (3) 進階類別資料分析 (3)
Financial Statistics
Risk Management (3) Financial Engineering and Innovations I (3) Investment Analysis (3) Measure and Probability (3)	Applied Mathematics for Finance (3) Applied Time Series Analysis (3) Stochastic Processes (3) Heterosecdastic Model (3) Advanced Topics in Risk Management (3) Financial Engineering and Innovations II (3) I nterest Rate Derivatives Pricing Theory (3)
Business Statistics
Multivariate Analysis (3) Applied Time Series Analysis (3) Categorical Data Analysis (3) Regression Analysis (3) Survey Sampling (3)	Statistical Consulting (3) Marketing Research (3) Experimental Design (3) Applied Statistical Analysis with Missing Data (3)
Mathematical Statistics
Categorical Data Analysis (3) Regression Analysis (3) Applied Time Series Analysis (3) Multivariate Analysis (3) Experimental Design (3) General Linear Statistical Models (3)	Survey Sampling (3) Measure and Probability (3) Nonparametric Statistics (3) Applied Statistical Analysis with Missing Data (3) Survey Sampling (3) Structural Equation Models (3)
Others
Statistical computing techniques (3) 非參數估計專題 (3	Data Mining (3) Advance Database (3)

EMBA

學士班 \ 學群課目＋課程地圖

4. Master Program at Extension Education

　　The Master Program at Extension Education requires completion of a minimum of 36 credits, including 6 credits of thesis research. The courses are divided into 3 specialiies, and 17 core credits are required for all studnets. Students can take elective courses from different specialties depending on their interest and needs at work.

Required courses ( 17 credit hours )
1st year	2st year
Statistical Methods I Statistical Methods II Statistical Packages Categorical Data Analysis (3) Multivariate Analysis (3)	Introduction to Probability＋Statistical Inference Regression Analysis＋Experimental Design Thesis
Elective course(At least 7 credits)
Medical Statistics
Survival Analysis (3) Analysis of Longitudinal Data (3) Design and Analysis of Clinical Trials (3)	Biostatistics Methods (3) Statistics in Genetics (3) Case Studies on Data Analysis (3) Statistics in Bioinformatics (3) Structural Equation Models (3)
Financial Statistics
Applied Time Series Analysis (3)	Investment Analysis (3) Options, Futures and Other Derivatives Financial Management Financial Engineering and Innovations(3) Risk Management (3)
Applied Statistics
Applied Time Series Analysis (3) Survey Sampling (3) Statistical Consulting (3)	Structural Equation Models (3) General Linear Statistical Models (3) Other advanced studies
Others
Modern Management Forum Management Practice Forum Quality Control System Advance Database (3) Reliability Theory

入學年度	必修科目	檔修規定
98 學年度(含)以後	機率概論統計推論數理統計迴歸分析統計套用程式實驗設計抽樣調查	微積分（下）機率概論統計推論統計學（下）統計學（下）統計學（下）統計學（下）擋修科目分數以 40 分為標準以上修訂自98學年度第2學期起實施（95學年度起入學者一體適用）
95 學年度	機率概論統計推論數理統計迴歸分析統計套用程式實驗設計抽樣調查	微積分（下）統計學（下）、機率概論統計推論統計學（下）統計學（上、下）統計學（下）統計學（下）擋修科目分數以 50 分為標準
94 學年度	高等微積分數理統計迴歸分析實驗設計抽樣調查	微積分（下）統計學（下）統計學（下）統計學（下）統計學（下）擋修科目分數以 40 分為標準
93 學年度	高等微積分數理統計迴歸分析實驗設計抽樣調查	微積分（下）統計學（下）統計學（下）統計學（下）統計學（下）擋修科目分數以 40 分為標準
92 學年度	高等微積分數理統計迴歸分析實驗設計抽樣調查	微積分（下）統計學（下）統計學（下）統計學（下）統計學（下）擋修科目分數以 40 分為標準

進修學士班

進修學士班 \ 檔修規定 \ 學年度 98(含)以後 95 94 93 92

入學年度	必修科目	檔修規定
98 學年度(含)以後	機率概論統計推論數理統計迴歸分析統計套用程式實驗設計抽樣調查	微積分（下）機率概論統計推論統計學（下）統計學（下）統計學（下）統計學（下）擋修科目分數以 40 分為標準以上修訂自98學年度第2學期起實施（95學年度起入學者一體適用）
95 學年度	機率概論統計推論數理統計迴歸分析統計套用程式實驗設計抽樣調查	微積分（下）統計學（下）、機率概論統計推論統計學（下）統計學（上、下）統計學（下）統計學（下）擋修科目分數以 50 分為標準
94 學年度	高等微積分數理統計迴歸分析實驗設計抽樣調查	微積分（下）統計學（下）統計學（下）統計學（下）統計學（下）擋修科目分數以 40 分為標準
93 學年度	高等微積分數理統計迴歸分析實驗設計抽樣調查	微積分（下）統計學（下）統計學（下）統計學（下）統計學（下）擋修科目分數以 40 分為標準
92 學年度	高等微積分數理統計迴歸分析實驗設計抽樣調查	微積分（下）統計學（下）統計學（下）統計學（下）統計學（下）擋修科目分數以 40 分為標準

碩士班

修課	一、修課諮商：	碩士生應需與課程輔導老師諮商修課計畫，每學期選課流程如下：校訂初選前，請攜帶大學與碩士歷年成績單與課程輔導老師諮商每學期修課計畫。開學後一週內，請上網自行列印初選清單，親自簽名後，請課程輔導老師簽名確認再繳回系辦存查。研究生領取選課確認單後，請於選課確認單親自簽名，交至系辦核對初選清單。若不符，與課程輔導老師研商並確認。導師簽名後，於校(系)訂繳交日期前，交至系辦核章後繳回校(系)存查。
	二、修課上限：	每學期修課以三門為上限(不含「專題討論」、「撰寫論文」及暑假上課科目)。若前一學期成績為全班前百分之二十者，得加修一門。
	三、必選課程：	「類別資料分析」、「迴歸分析」、「抽樣調查」、「多變量分析」、「時間數列分析」與「實驗設計」此6門選修課，大學非統計學系畢業之研究生必須至少選修3門課始得畢業。

論文	一、指導教授：	應由本系專任教師擔任，每學期每位專任教師指導碩士以二人為限，但延畢生不在此限；如果有特殊狀況，簽請系主任專案處理。同學應與本系專任教師討論，並決定是否增加系外共同指導教授。同學須於每年 5 月底或 12 月底提出指導教授確認書至統計系辦公室辦理
	二、論文口試：	論文須於口試前三個月提論文大綱（大綱需依系上規定之格式：封面＋提案內容）。口試前ㄧ個月應提出口試申請書（碩士班、碩士班在職專）。論文提案的範例

碩士在職專班

碩士在職專班 \ 修業規定

九十七年六月十八日訂定
九十九年十月六日訂定

第一條	修業年限	研究生修業年限以二至五年為限。
第二條	修課規定	ㄧ、研究生應與課程輔導老師諮商修課計畫，每學期選課流程如下：校訂初選前，請攜帶大學與碩士歷年成績單與課程輔導老師諮商每學期修課計畫。開學後一週內，請上網自行列印初選清單，親自簽名後，請課程輔導老師簽名確認再繳回系辦存查。領取選課確認單後，請於選課確認單親自簽名，交至系辦核對初選清單。如相符，請導師簽名；如不符，先與課程輔導老師研商，經老師同意簽名確認，再請導師簽名。導師簽名後，於校訂繳交日期前，交至系辦核章後，繳回進修組存查。二、碩職一、二年級研究生，每學期修課不得少於5學分，每學期修課至多以3門為限（不含暑假開課課程；課程不包含論文撰寫）。
第三條	修讀學分	研究生至少修滿三十六學分（含碩士論文六學分）。除本班課程外，可至本系碩士班及外系（所）碩士在職專班選修至多六學分。
第四條	指導教授	應由本系專任教師擔任。研究生應與本系專任教師討論，並決定是否增加系外共同指導教授。研究生須於每年五月底或十二月底，提出指導教授確認書至統計系辦公室辦理。
第五條	學位論文	論文須於口試前三個月提論文大綱（大綱需依系上規定之格式：封面＋提案內容）。口試前ㄧ個月應提出口試申請書（碩士班、碩士在職專班）論文提案的範例
第六條		本規則有未盡事宜，依本校相關規定辦理。
第七條		本規則經本系系務會議通過後施行，修正時亦同。