Lecturer: Yu-Jia Chiu (邱昱嘉)
Email: yjchiu@mail.ntou.edu.tw
Phone: (02) 2462-2192 #6143
Webpage: https://hreweb.ntou.edu.tw/p/404-1059-69862.php?Lang=zh-tw
Course ID: M5201260
Credits: 3
Objective: Understand fundamental theory in Statistical Methods in Hydrology
Course Prerequisites: Hydrology
Outline:
1 Introduction to Statistics
2 Graphical and Tabular Descriptive Statistics
3 Numerical Descriptive Techniques
4 Probability
5 Random Variables and Discrete
6 Probability Distributions Continuous Probability Distribution
7 Statistical Inference: Estimation
8 Mid-term examination
9 Statistical Inference: Hypothesis Testing(1)
10 Statistical Inference: Hypothesis Testing(2)
11 Statistical Inference: Inference about a Population
12 Inference About Comparing Two Populations
13 ANalysis Of VAriance (ANOVA)
14 Chi-Squared Tests
15 Simple Linear Regression and Correlation
16 Final examination
17 Review the final exam
18 Reading and discussion
Teaching Method: Lecture, homework, examination
Reference:
Statistical Methods in Hydrology Charles T. HAAN, 1977
Course Schedule (subject to change):
week Course Progress
1 Introduction to Statistics
2 Graphical and Tabular Descriptive Statistics
3 Numerical Descriptive Techniques
4 Probability
5 Random Variables and Discrete
6 Probability Distributions Continuous Probability Distribution
7 Statistical Inference: Estimation
8 Mid-term examination
9 Statistical Inference: Hypothesis Testing(1)
10 Statistical Inference: Hypothesis Testing(2)
11 Statistical Inference: Inference about a Population
12 Inference About Comparing Two Populations
13 ANalysis Of VAriance (ANOVA)
14 Chi-Squared Tests
15 Simple Linear Regression and Correlation
16 Final examination
17 Review the final exam
18 Reading and discussion
Evaluation:
1. Mid-term exam (40%)
2. Final exam (50%)
3. Attendance and others (10%)