教學大綱 Syllabus

科目名稱:無母數函數估計

Course Name: Nonparametric Function Estimation

修別:選

Type of Credit: Elective

3.0

學分數

Credit(s)

10

預收人數

Number of Students

課程資料Course Details

課程簡介Course Description

Basic methods for nonparametric function estimation will be introduced and students will be asked to complete in-class assignments that involves writing R codes to  implement the methods taught in class.

核心能力分析圖 Core Competence Analysis Chart

能力項目說明


    課程目標與學習成效Course Objectives & Learning Outcomes

    The main objective of this course is to help students develope basic understanding of concepts and methods in nonparametric function estimation.

     

    Expected learning outcomes: students are expected to know how to implement the method learned in class using R after completing this course.

    每周課程進度與作業要求 Course Schedule & Requirements

    教學週次Course Week 彈性補充教學週次Flexible Supplemental Instruction Week 彈性補充教學類別Flexible Supplemental Instruction Type
    週次 Week 課程主題 Course Theme 課程內容與指定閱讀 Content and Reading Assignment 教學活動與作業 Activity and Homework 學習投入時數 Estimated time devoted to coursework per week
    課堂講授 Lecture Hours 課程前後 Preparation Time
    1-18
    Please see the attachment.
    Please see the attachment.
    Assignments will be given in class.
    3.0
    0-3

     

     
     

    授課方式Teaching Approach

    30%

    講述 Lecture

    0%

    討論 Discussion

    0%

    小組活動 Group activity

    0%

    數位學習 E-learning

    70%

    其他: Others: discussing in-class assignments

    評量工具與策略、評分標準成效Evaluation Criteria

    Homework assignments: 100%

    指定/參考書目Textbook & References

    已申請之圖書館指定參考書目 圖書館指定參考書查詢 |相關處理要點

    維護智慧財產權,務必使用正版書籍。 Respect Copyright.

    課程相關連結Course Related Links

    https://stat.walkup.tw/teaching/np/F24/homepage.html

    課程附件Course Attachments

    課程進行中,使用智慧型手機、平板等隨身設備 To Use Smart Devices During the Class

    需經教師同意始得使用 Approval

    列印