Calculation of sample size, generation of random numbers, sampling fraction for the selection and distribution of a sample of size n. Calculation of basic Probabilities and probability distributions most used in Statistics.
Calculation of Confidence Intervals for a Population Proportion or Mean, for a known or unknown population.
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Temary:
- Sampling
- Topic 1: Sample Size
- Sample Size to estimate a Population Proportion
- Sample Size to estimate a Population Mean
- Topic 2: Random Selection of a Sample
- Topic 3: Distribution of the Sample
- Odds
- Topic 1: Calculus and Rules
- Theoretical Probability
- Empirical Probability
- Complement Rule
- Addition Rule
- Multiplication Rule
- Topic 2: Binomial Probability Distribution
- Topic 3: Distribution of Poisson Probabilities
- Topic 4: Hypergeometric Probability Distribution
- Topic 5: Normal Probability Distribution
- Standardization
- Odds
- Topic 6: Student's T Probability Distribution
- Topic 7: Fisher's F Probability Distribution
- Topic 8: Distribution of Chi Square Probabilities
- Inferential Statistics
- Topic 1: Confidence Interval for a Population Proportion
- Confidence Interval for a Population Proportion (Unknown Population)
- Confidence Interval for a Population Proportion (Known Population)
- Topic 2: Confidence Interval for a Population Mean
- Confidence Interval for a Population Mean (Unknown Population)
- Confidence Interval for a Population Mean (Known Population)
- Topic 3: Hypothesis Test for a Population Proportion
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The application is open source and is licensed under the GNU GPL, version 3.
The code is available on GitHub: https://github.com/mimg2805/CursoEstadisticaBasica