Statistics, Problem Solving, and Decision Making for Industrial Engineers (M IE-2021 IE-2021 Class 2)
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00. Main Section
References (downloadable)
Berenson's Book Data Files
Tables
PHStat2-3.5
Assignment Report Guideline
SPSDM (M) - C2 Room
01. Introduction to Statistics and Data Analysis
Syllabus
Slides
02. Some Probability Laws
Slides
03. Random Variables, Probability Distributions, Expectations
Random Variables, Distributions, and Expectations
Slides
Slides
Example Case of Join Probability Distribution Function
04. Some Discrete Probability Distributions
Slides
Binomial Distribution
Multinomial Distribution
Negative Binomial Distribution
Geometric Distribution
Hypergeometric Distribution
Poisson Distribution
Overview of Some Discrete Probability Distributions
05. Some Continuous Probability Distributions
Slides
Normal Distribution
Sampling a Distribution
The Central Limit Theorem
Exponential Distribution
Beta Distribution
Weibull Distribution
06. Fundamental Sampling Distributions and Data Descriptions
Slides
Chi-Square Distribution
Student T Distribution
F Distribution
07. Quiz/ Pretest #1
08. Mid Exam
09. One and Two Sample Estimation
Slide
10. Hypothesis Test
Slide
11. Two-Sample Hypothesis Test and Introduction to ANOVA
Slide
12. Linier Regression and Introduction to Multiple Linier Regression
Slide
13. Introduction to System Thinking
Slide
14. Introduction to Decision Analysis
Slide
15. Quiz/ Pretest #2
16. Final Exam (Written Test)
16. Final Exam (Project Based)
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43827_Statistics, Problem Solving, and Decision Making for Industrial Engineers
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Courses
20211
Morning (20211)
Industrial Engineering (20211/M)
43827_Statistics, Problem Solving, and Decision Making for Industrial Engineers
Summary
Statistics, Problem Solving, and Decision Making for Industrial Engineers (M IE-2021 IE-2021 Class 2)
Teacher:
Hery Hamdi Azwir
Skill Level
:
Beginner