ESM3026: Applied Statistics II (Spring 2020)
* This page is archived. Updated lecture notes are available here.
Overview
This course is the second part of a sequence of courses on probability (Applied Statistics I) and statistics (Applied Statistics II). Topics include estimation, sampling distributions and estimators, testing hypotheses, and linear statistical models.
* Prerequisite: Applied Statistics I
General Information
Class Time: Mon 09:00~10:15 and Wed 10:30~11:45
Location: 26311 (Engineering Building 2)
Language: English (except Q&A)
Instructor
Prof. Seokho Kang
Office: 27408B (Engineering Building 2)
E-mail: s.kang@skku.edu
Office Hours: Mon 13:30~15:00 or by appointment
Teaching Assistant
Mr. Jongmin Han and Mr. Jaeho Kim
Office: 27407 (Engineering Building 2)
E-mail: hjm9702@gmail.com and beef.or.pork@gmail.com
Office Hours: Wed 13:00~14:00 or by appointment
Textbook
Morris DeGroot & Mark Schervish, Probability and Statistics (4th ed.), Pearson, 2014.
Evaluation
Attendance (10%)
Assignments (10%)
Quizzes (0%)
Mid-term Exam (40%)
Final Exam (40%)
Total (100% + a)
Schedule (Subject to Change)
Syllabus [download] (last updated on 3/24)
Note: ALL classes (except mid-term and final exams) will be conducted online using icampus (https://icampus.skku.edu/)
Lecture Notes
[3/9] Course Introduction, Brief Intro to Statistics [download]
[3/11] Probability, Estimation (7.1) [download]
[3/16] Estimation (7.2) [download]
[3/18] Estimation (7.3) [download]
[3/23] Estimation (7.4) [download]
[3/25] Estimation (7.5) [download]
[3/30] Estimation (7.6) [download]
[4/1] Estimation - Chapter Summary (in Korean, optional)
[4/6] Sampling Distributions of Estimators (8.1-2) [download]
[4/8] Sampling Distributions of Estimators (8.3) [download]
[4/13] Sampling Distributions of Estimators (8.4) [download]
[4/15] Sampling Distributions of Estimators (8.5) [download]
[4/20] Sampling Distributions of Estimators (8.7) [download]
[4/22] Sampling Distributions of Estimators - Chapter Summary (in Korean, optional)
[4/27] Testing Hypotheses (9.1) [download]
[4/29] Testing Hypotheses (9.1 cont.) [download]
[5/4] Testing Hypotheses (9.5) [download]
[5/6] Testing Hypotheses (9.6) [download]
[5/11] Testing Hypotheses (9.7) [download]
[5/13] Testing Hypotheses - Chapter Summary (in Korean, optional)
[5/18] Linear Statistical Models (11.1) [download]
[5/20] Linear Statistical Models (11.2) [download]
[5/25] Linear Statistical Models (11.3) [download]
[5/27] Linear Statistical Models (11.5) [download]
[6/1] Linear Statistical Models (11.6) [download]
[6/3] Linear Statistical Models - Chapter Summary (in Korean, optional)
[6/15] Review Session
[6/17] Final Exam
Supplementary Materials
[6/8] Invited Talk by Prof. Jaehong Yu at Incheon National University (in Korean, optional)
Assignments
All assignments must be submitted to icampus (https://icampus.skku.edu/) by midnight of the due date. Late submissions will NOT be accepted.
[A1] Self-introduction report (due date: Â3/30): introduce yourself within 1 page. include the following - your name, student ID, personal history, your academic interests, what do you expect to learn from this course?, suggestions/comments to the instructor, miscellaneous.
[A2] Exercises of Chapters 7-8 (due date: 4/29) [download]
[A3] Exercises of Chapters 9, 11 (due date: 6/17) [download]
Academic Integrity
Students are responsible for maintaining high standards of academic integrity in all of their class activities. Cheating or plagiarism in any form will not be tolerated. Any violation of academic integrity is a serious offense and is therefore subject to an appropriate sanction or penalty.