Syllabus Lectures: T. 1310-1500, R. 1610-1700 @ SE A211 Instructor: Yu-Ling Tseng. Office Hours: T. 1200~1300 R. 1500~1600@SE A409 TA: 黃煜霖 TBA @ SE 408 ～ 有問題要多多請教助教喔 數學小天地 ～～ 討 論 各類 數學相關問題 的好地方 ～～
Prerequisites: Probability Theory, Statistics, Linear Algebra YesKno時間 有點迷路時聽聽第一堂課的也許有幫助，請直接收聽第29集： https://play.kkbox.com/podcast/episode/9XiNiBkrgcwXNDx5MA
Data sets in txt form
| (date discussed in class)
Programs |
Description | Code with Output in HTML |
| (20260224) SetUp(1) | SetUp(1)shows
you how to: 1. devide graphical windows (not necessary if using R studio where you use the left program with extension .r) 2. assign variables/sequences 3. plot and make titles for the graph 4. generate normally distributed observations/make histograms 5. do simple regressions and related plots (you should see the effect of sample size and s.d. on the fitted reg. lines) 6. quit R |
SetUp1html |
(by Robert
I. Kabacoff, Ph.D.
)Very informative web site on R| Date |
Problems 『作 業成績10％由各組派一代表和 助教面 試講
解一題要用R程式回 答的問題；題目採先選先贏制，講過題目其他組不得再選擇喔 （ 助教office hour:TBA 時 間若不行請另行和助 教email約時間）』 |
Due date |
課本：Applied Linear Statistical Models, Applied Linear Regression Models, 5th ed, Kutner, Nachtsheim, Neter and Li, 2019, McGRAW-HILL International. 洽華泰書局 周益彰 先生（0910-275877）
參考書目：
1. Applied Regression Analysis, 2nd ed, Draper, N. R. and Smith,
H., 1981, Wiley.
2. Introduction to Linear Regression Analysis, 2nd ed, Montgomery,
D. C. and Peck, E., 1991, Wiley.
