1. |
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1. Probability 01 – Basic concept
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1. Basic concepts of Probability
2. Properties of Probability
3. Methods of Enumeration |
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2. |
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1. Probability 02 – Conditional Probability
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1. Conditional Probability
2. Independent Events
3. Bayes’ Theorem |
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3. |
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2. Discrete Distributions 01 – Basic concept
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1. Random variables of the Discrete Type
2. Mathematical Expectation
3. Special Mathematical Expectation |
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4. |
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2. Discrete Distributions 02 – Binomial distribution
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1. Bernoulli Trials and Binomial Distribution
2. Negative Binomial Distribution |
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5. |
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2. Discrete Distributions 03 – Poisson distribution
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Poisson Distribution |
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6. |
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3. Continuous Distributions 01 – Basic concept
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Random variables of the continuous type |
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7. |
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3. Continuous Distributions 02 – Uniform, Exponential, Gamma distributions
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1. Uniform Distribution
2. Exponential Distribution
3. Gamma and Chi-square Distributions |
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8. |
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3. Continuous Distributions 03 – Normal distribution
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Normal distribution |
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9. |
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4. Bivariate Distribution 01 – Distributions of two random variables
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1. Distributions of two discrete random variables
2. Distributions of two continous random variables |
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10. |
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4. Bivariate Distribution 02 –
correlation coefficient/conditional distribution
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1. correlation coefficient
2. conditional distribution |
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