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

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)

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: ­3/30): 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.