Probabilitas dan Statistik (A)
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Course Description
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Module Handbook
Section 1
Introduction to Probability
Factorials
Set Theory
Section 2
Conditional Probability
Basic Rules of Probability
Bayes Rules
Section 3
Probability Rules
Tugas 1
Section 4
Discrete Probability Distribution
Examples (Discrete PD)
Section 5
Mean and Variance of Discrete PD
Multinomial Probability Distribution
Introduction to Continuous PD
Section 6
Continuous Probability Distribution
Normal Distribution
Standard Normal Distribution
Normal Approximation to Binomial Distribution
Section 7
Joint PMF
Joint PDF
Joint PMF - example
Textbook - De Groot
Section 8
ETS
Section 9
Tugas 2
Section 10
Mean, variance, and standard distribution
Covariance
Section 11
Sampling distribution
Law of large numbers
Central limit theorem
Section 12
Introduction to Statistics
Descriptive vs Inferential Statistics
Sample size
Histogram
Box plot
Section 13
Estimation of Parameters
Probabilyty vs Likelihood
Population vs Sample
Estimated Population Variance
Maximum Likelihood
Max Likelihood for Normal Distribution
Section 14
Remidi
Section 15
Confidence Interval
Hypothesis Testing
p-values
Section 16
EAS
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Probabilitas dan Statistik (A)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Teknologi Elektro dan Informatika Cerdas
S-1 TEKNIK KOMPUTER
Semester Genap 2021/2022
Probabilitas dan Statistik (A)
Summary
Probabilitas dan Statistik (A)
Teacher:
Diah Puspito Wulandari