6183 - 數理統計導論 英授 Taught in English

Introduction to Statistical Inference

教育目標 Course Target

This course aims to deliver the basic theories and concepts of probability theory and statistical inference and to which statistical theorem derivations such are related. The curriculum of probability theory includes basic concept of probability and definition, distribution, inequality, convergence concept and limit allocation. The curriculum of statistical inference includes different methods and theories such as point estimation method, interval estimation method and verification method.

This course aims to deliver the basic theories and concepts of probability theory and statistical inference and to which statistical theories derivations such are related. The curriculum of probability theory includes basic concept of probability and definition, distribution, inequality, convergence concept and limit allocation. The curriculum of statistical inference includes different methods and theories such as point estimation method, interval estimation method and verification method.

課程概述 Course Description

數理統計為統計理論的核心課程,課程主要教授統計理論與概念,為其他統計相關課程的理論基礎,並培養學生修習更高深與統計相關之課程的能力。修課學生應具備微積分的基礎。本課程藉由定義解析、定理推導與例題講解過程,學習機率論與統計推論的基本理論與概念。機率論課程內容包括機率基本概念與定義、分配、不等式、收歛概念與極限分配;統計推論課程內容包括點估計方法、區間估計方法、檢定方法等不同的方法與理論。

Mathematical statistics are the core course of the theory of the theory. The course mainly teaches the theory and concepts, is the theoretical foundation of other statistical-related courses, and cultivates students' ability to study higher-level and statistical-related courses. Course students should have a basic foundation for micro points. This course learns the basic theorems and concepts of probability theory and statistical recommendation through definitive analysis, theorem guidance and example explanation. The content of the chance discussion course includes the basic concepts and definitions of chance, allocation, inequality, collection concepts and extreme allocation; the content of the statistical recommendation course includes different methods and theoretical discussions such as point estimation methods, regional estimation methods, and confirmation methods.

參考書目 Reference Books

Introduction to Mathematical Statistics, Hogg et al. 7e
(Robert V. Hogg, Joeseph McKean, Allen T. Craig)

Introduction to Mathematical Statistics, Hogg et al. 7e
(Robert V. Hogg, Joeseph McKean, Allen T. Craig)

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
Attendance
Attendance
20
Midterm Exam
Midterm Exam
30
Final Exam
Final Exam
30
Homework
Homework
20

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 6183
  • 學分 Credit: 3-3
  • 上課時間 Course Time:
    Thursday/3,4[M428] Monday/4[M438]
  • 授課教師 Teacher:
    黃愉閔
  • 修課班級 Class:
    統計碩1B
  • 選課備註 Memo:
    管理組(乙組), 全英授課
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 1 人

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