1759 - 線性模型英授 Taught in English

Linear Model

教育目標 Course Target

(1) Review of matrix algebra
(2) Quadratic forms
(3) Multivariate normal distributions
(4) The distribution of quadratic forms
(5) The general models
(6) Inferences of model parameters
(7) Various spcial cases and examples
(8) The Gauss Markov theorem
(9) Testing linear hypotheses
(10) Introduction to less than full rank models

課程概述 Course Description

為能使學生由線性代數與矩陣代數出發，習得統計主要應用線性模型，即迴歸分析與實驗設計模型之基本理論，與應用技巧，以強化使用線性模型方法及可能進一步活用的能力。

In order to enable students to develop from linear generations and matrix generations, they can obtain the statistically mainly applied linear models, that is, the basic theories and application techniques of reproducing the basic theories of analysis and experimental design models, so as to enhance the ability to use linear model methods and possible further use.

參考書目 Reference Books

Linear modes in Statistics, A, V. Rencher and G. B. Schaalje, 2nd ed., Wiley-International

評分方式 Grading

評分項目 Grading Method	配分比例 Percentage	說明 Description
quiz 1 quiz 1	20	Do not miss the test
midterm midterm	30	Do not miss the test
quiz 2 quiz 2	20	Do not miss the test
final Final	30	Do not miss the test

授課大綱 Course Plan

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相似課程 Related Courses

課程代碼 Course Code	課程名稱 Course Name	授課教師 Instructor	時間地點 Time & Room	學分 Credits	操作 Actions
選修-6146	線性模型 Linear Model	統計碩1,2 劉家頤	二/2,四/3,4[M472]	3-0	詳細資訊 Details

課程資訊 Course Information

基本資料 Basic Information

課程代碼 Course Code: 1759
學分 Credit: 3-0
上課時間 Course Time:
Wednesday/10,11,12[M134]
授課教師 Teacher:
陳志賢
修課班級 Class:
統計系4
選課備註 Memo:
A群組

選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 68 人

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1759 - 線性模型 英授 Taught in English