Probabilitas dan Statistik (A)(B)(C)(D)(E)
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General
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Probability
1a Intro to Probability
1b Counting and Sets
2 Probability Terminology and Examples
3 Conditional Probability-Independence-Bayes Theorem
Random Variables
4a Discrete Random Variables (DRV)
4b Expected Value of DRV
5a Variance of DRV
5b Continuous Random Variables (CRV)
5c Gallery of CRV
5d Manipulating Random Variables
6a Expectation and Variance of CRV
6b Central Limit Theorem
6c Appendix
4b Expected Value of DRV
6b Central Limit Theorem
Joint Distribution, Covariance, Correlation
7a Joint Distribution-Independence
7b Covariance and Correlation
Statistics (Bayesian Inference)
10a Intro to Statistics
10b Maximum Likelihood Estimates
Bayesian Updating
11 Bayesian Updating with discrete priors
12a Bayesian Updating Probabilistic Pred
12b Bayesian Updating Odds
13a Bayesian Updating with Cont Priors
13b Notational Conventions
14 Cont data with Cont priors
15 Beta Distributions-Conjugate priors
16a Choosing priors
16b Probability Intervals
Linear Regression
17 Linear Regression
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Probabilitas dan Statistik (A)(B)(C)(D)(E)
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Institut Teknologi Sepuluh Nopember
Diploma 4
Fakultas Vokasi
S.Tr. TEKNOLOGI REKAYASA OTOMASI
Semester Gasal 2023/2024
Probabilitas dan Statistik (A)(B)(C)(D)(E)
Summary
Probabilitas dan Statistik (A)(B)(C)(D)(E)
Teacher:
Berlian Al Kindhi
Teacher:
Eko Setijadi
Teacher:
Lucky Putri Rahayu