1579 - 機率論

Probability

教育目標 Course Target

本課程是第一個機率統計數理基礎課程,內容包括機率概念、隨機變數、機率分配、與期望值。本課程最主要在訓練學生把連加與積分方法,運用在計算單一或多個隨機變數時的機率和期望值的計算,並從這個過程中具體瞭解機率的本質。主要一般大學程度上機率論上的訓練及使用成未來在統計相關課程及應用上所需要的基礎。會從一般的古典機率概念出發 建立現代隨機變數及分配觀念及基礎為核心,能學習隨機變數上重要性質如動差及相關,初步認識ㄧ些對未來會有需要的近似理論。

This course is the first mathematical foundation course in probability statistics, covering the concept of probability, random variables, probability distribution, and expected value. The main purpose of this course is to train students to use continuous addition and integration methods to calculate probability and expected value when calculating single or multiple random variables, and to gain a detailed understanding of the nature of probability from this process. Mainly, the training and application of probability theory at the general university level will serve as the foundation needed for future statistics-related courses and applications. Starting from the general concept of classical probability, students will establish modern concepts and foundations of random variables and distribution as the core. They will be able to learn important properties of random variables such as dynamics and correlations, and initially understand some approximate theories that will be needed in the future.

課程概述 Course Description

本課程是第一個機率統計數理基礎課程,內容包括機率概念、隨機變數、機率分配、與期望值。本課程最主要在訓練學生把連加與積分方法,運用在計算單一或多個隨機變數時的機率和期望值的計算,並從這個過程中具體瞭解機率的本質。

This course is the first mathematical foundation course in probability statistics, covering the concept of probability, random variables, probability distribution, and expected value. The main purpose of this course is to train students to use continuous addition and integration methods to calculate probability and expected value when calculating single or multiple random variables, and to gain a detailed understanding of the nature of probability from this process.

參考書目 Reference Books

Fundamentals of Probability and Statistics 2/E (Shaou-Gan Miaou 繆紹綱) (高立圖書)

Fundamentals of Probability and Statistics 2/E (Shaou-Gan Miaou Miao Shaogang) (Gao Li Books)

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
Attendance
Attendance
10
Quiz 1
Quiz 1
15
Quiz 2
Quiz 2
15
Midterm Exam
Midterm Exam
25
Final Exam
Final Exam
35

授課大綱 Course Plan

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時間地點
Time & Room
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必修-1582
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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 1579
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Monday/6,7,8[M230]
  • 授課教師 Teacher:
    黃愉閔
  • 修課班級 Class:
    統計系2A
  • 選課備註 Memo:
    人工加選
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 41 人

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