Probability Distributions
| サイト: | Young Education |
| コース: | Probability and Combinatorics |
| ブック: | Probability Distributions |
| 印刷者: | Guest user |
| 日付: | 2026年 09月 25日(金曜日) 03:22 |
1. Random Variables
Learning outcomes
- I can define random variables.
- I can distinguish between discrete and continuous variables.
- I can determine probability distributions.
- I can calculate expected values.
- I can interpret random variables in context.
2. Expected Value and Variance
Learning outcomes
- I can calculate expected values.
- I can calculate variance.
- I can calculate standard deviation.
- I can interpret measures of spread.
- I can solve decision-making problems using expected value.
3. Binomial Distribution
Learning outcomes
- I can identify binomial experiments.
- I can calculate binomial probabilities.
- I can determine expected values and variance.
- I can interpret binomial models.
- I can solve practical probability problems.
4. Geometric and Poisson Distributions
Learning outcomes
- I can identify geometric distributions.
- I can identify Poisson distributions.
- I can calculate probabilities using these models.
- I can compare different probability distributions.
- I can select appropriate probability models.
5. Continuous Probability Distributions
Learning outcomes
- I can distinguish continuous probability models.
- I can interpret probability density functions.
- I can calculate probabilities over intervals.
- I can compare discrete and continuous models.
- I can solve practical probability problems.