Probability and Statistics (105413001)

Course syllabus
Lecture 1 The Concept of Probability
Lecture 2 Conditional Probability and Bayes’ Theorem
Lecture 3 Discrete Random Variables
Lecture 4 Common Discrete Distributions
Lecture 5 Continuous Random Variables
Lecture 6 Common Continuous Distributions
Lecture 7 Multivariate Distributions
Lecture 8 Multivariate Distributions
Lecture 9 Transformation of Random Variables
Lecture 10 Central Limit Theorem
Lecture 11 Exploratory Data Analysis
Lecture 12 Methods of Point Estimatiion
Lecture 13 Methods of Evaluating Estimators
Lecture 14 Interval Estimation
Lecture 15 Interval Estimation
Lecture 16 The Concept of Hypothesis Testing
Lecture 17 Hypothesis Testing of Means and Variances
Lecture 18 Chi-square Goodness of Fit Tests
Lecture 19 Likelihood Ratio Tests
Lecture 20 Linear Regression and the Method of Least Squares
Lecture 21 The Analysis of Variance

Scientific Writing (416133001)

Course syllabus
Lecture 1 An Overview of Scientific Writing
Lecture 2 Authorship and Research Integrity
Lecture 3 Writing the Introduction of a Paper
Lecture 4 Writing the Methods of a Paper
Lecture 5 Writing the Results of a Paper
Lecture 6 Writing the Discussions of a Paper
Lecture 7 Choosing a Title and Writing the Abstract
Lecture 8 Structure, Paragraph, Sentences, and Flow
Lecture 9 Words, Style, and Energing Writing
Lecture 10 Citation and Bibliography Management
Lecture 11 Table, Figure, and Effective Presentation
Lecture 12 Peer Review and Responses to Comments