Probability Theory (M IEN-20233 CLASS 1)
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00. Main Section
References
Assignment Report Guideline
Tables
PHStat2-3.5
01. Introduction to Statistics and Data Analysis
Slides
Tutorial 1
02. Some Probability Laws (Week 1-2)
Slides
Tutorial 2
03. Random Variables and Probability Distributions (Week 3-4)
Slides
Tutorial 3
Tutorial 4
04. Mathematical Expectation (Week 5-6)
Slides
Tutorial 5
Tutorial 6
Example Case of Join Probability Distribution Function
05. Quiz/ Pretest #1 (Week 7)
Quiz (PreExam Test) #1
06. Mid Exam (Week 8)
07. Some Discrete Probability Distributions (Week 9-10)
Slides
Binomial Distribution
Multinomial Distribution
Negative Binomial Distribution
Geometric Distribution
Hypergeometric Distribution
Poisson Distribution
Overview of Some Discrete Probability Distributions
Tutorial 7
Tutorial 8
08. Some Continuous Probability Distributions (Week 11-12)
Slides
Normal Distribution
Sampling a Distribution
The Central Limit Theorem
Exponential Distribution
Beta Distribution
Weibull Distribution
Tutorial 9
09. Fundamental Sampling Distributions and Data Descriptions (Week 13)
Slides
Student T Distribution
Chi-Square Distribution
F Distribution
Tutorial 10-11
10. Quiz/ Pretest #2 (Week 14)
11. Final Exam (Week 15)
Future references
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51459_Probability Theory
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Probability Theory (M IEN-20233 CLASS 1)
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20233
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51459_Probability Theory
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Probability Theory (M IEN-20233 CLASS 1)
Teacher:
Hery Hamdi Azwir
Skill Level
:
Beginner
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