Probability and Statistic (M IT-2019 Class 4)
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Course data
General
Announcements
Text Book- Introductory Statistics
Week 1
Slide 1- Introduction
Slide 2
Video- Dependent Events
Video- Independent Events
Video- Conditional Probability
Slide 3 - Bayes Theorem
Assignment 2
Video- Lecture Recordings 1
Week 2
Quiz 1
Video - Random Variables
Video - Discrete and Continuous Random Variables
Video -Constructing a probability distribution for random variable
Video - Probability with discrete random variable example
Assignment 3
Slide 4- Random Variables
Video- Lecture Recordings
Week 3
Slide- Distributions 1
Slide Distribution 2
Exponential Distribution
(Video) Introduction to discrete probability distributions
(Video) Binomial distribution
[VIDEO] Overview of Some Discrete Probability Distributions
Assignment 4 (Updated)
Assignment 4
Lecture Recording
Week 4
Slide 5- Normal Distribution
(Video) The Normal Distribution and the 68-95-99.7 Rule
Lecture Recording
Assignment 5
Solution-Assignment5
Z-table (Right of Curve or Left)
Week 5
Slide
[VIDEO] Central Limit Theorem
QUIZ 2 (June, 17)
MidExam-SamplePractice
Lecture recording
MID EXAM WEEK
MID EXAM ( June, 24)
Week 7
Slide- Confidence Intervals [updated]
[Video]What are confidence intervals?
[Video] Estimation and Confidence Intervals
[Article]What are Confidence Intervals in Statistics?
Assignment 6
Week 8
Slide- Hypothesis Testing (Part 1)
[URL] Lecture Recording
[Reading] Hypothesis-testing
[Video]Example of null and alternative hypotheses
[Video] Hypothesis testing and p-values
[Video] P-values Method for Hypothesis Testing
Assignment 7
QUIZ 3 (Thursday, 08 July)
Week 9
Slide-Implementation
Modul Statistik Inferensi
[Video] How to Do a T-Test for Beginners
[VIDEO] Z-statistics vs. T-statistics
Assignment 8
Section 10
Slide- Chi Square
[URL]Chi-Square Value: How to Find it
[URL] P Value from Chi-Square Calculator
Table for Chi Square Distribution
Section 11
Slide Regression
[Video] Linear Regression
Assignment 9
Section 12
Group Presentation Proposal
Group Presentation Slide
FINAL EXAM
Kisi-Kisi
FINAL EXAM ( July 29th) ( Time: 08.00- 10.30)
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42187_Probability and Statistic
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Courses
20203
Morning (20203)
Information Technology (20203/M)
42187_Probability and Statistic
Summary
Probability and Statistic (M IT-2019 Class 4)
Teacher:
Puspa Setia Pratiwi
Skill Level
:
Beginner