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182303 :: Probability and Statistics for Electrical Engineering
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General
กระดานข่าว
Course description and course outline
Topic 1
Set and Set Operations
Basic Counting Rule, Probability, Axioms of Probability
Computing Probabilities using Counting Methods (New!!)
Topic 2
Independence, Conditional Probability, Bayes' Theorem
Topic 3
Concept of a Random Variable, Discrete Random Variables, Probability Mass Function (PMF), Distributions of Discrete Random Variables
Bernoulii Random Variable (New!!)
Topic 4
Introduction to Continuous Random Variables (New!!)
Continuous Random Variables, CDF, PDF, Distributions of Continuous Random Variables
Expected Value, Moment, and Variance
Topic 5
Multiple Random Variables (Pairs of Random Variables)
Conditional Probability, Independence, Multiple Random Variables
Functions of Random Variables
Topic 6
Central Limit Theorem
ทฤษฎีขีดจำกัดกลาง (The Central Limit Theorem)
ทฤษฎีแนวโน้มเข้าสู่ศูนย์กลาง (Central Limit Theorem)
Video (The Central Limit Theorem Part 1)
Video (The Central Limit Theorem Part 2)
Video (Application of the Central Limit Theorem Part 1)
Video (Application of the Central Limit Theorem Part 2)
Video (Central Limit Theorem)
Topic 7
Statistical Descriptions and Presentations
Topic 8
Chapter 7
Topic 9
One- and Two-Sample Tests of Hypotheses
Topic 10
การวิเคราะห์ความแปรปรวน (Analysis of Variance: ANOVA)
Topic 11
การวิเคราะห์การถดถอยและสหสัมพันธ์ (Regression Analysis and Correlation)
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182303
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182303
Summary
182303 :: Probability and Statistics for Electrical Engineering
ความน่าจะเป็นและสถิติสำหรับวิศวกรรมไฟฟ้า -- อ.ดร.นรารัตน์ เรืองชัยจตุพร
Teacher:
ผศ.นิยม พินิจการ
Teacher:
รศ.นรารัตน์ เรืองชัยจตุพร
Skill Level
:
Beginner