Weeks | Topics |
1 |
General information and important of statistics in engineering
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2 |
Probability concept and fundamentals
Examples
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3 |
Simple probability, combined probability
Total probability theorem and Bayes theorem
Examples
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4 |
Concept of random variables and statistics moments
Examples
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5 |
Frequency analysis
Examples
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6 |
Concept of parameter and parameter estimation
Examples
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7 |
General examples
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8 |
Distributions of discrete random variables
(Bernolli, Binom and Poisson)
Examples
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9 |
Important Probability Distributions
Examples
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10 |
Sampling distributions,
Asymptotic and exact sampling distributions
Examples
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11 |
Statisticals hypothesis, hypothesis tests (parameters)
Examples
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12 |
Hypothesis tests (distributions)
Examples
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13 |
Correlations and regression analysis
Examples
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14 |
General examples and evaluation of course
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