Probability & Statistics with R.

1. Uniform distribution

2. Binomial distribution

3. Hypergeometric distribution

4. Poisson distribution

5. Geometric distribution

6. Negative binomial distribution

7. Exponential distribution

8. Normal distribution

9. Point estimate of Population Mean by hand

10. Point estimate of Population Proportion by hand

11. Confidence Interval on the Mean of a Normal Distribution, Variance known

12. Confidence Interval on the Mean of a Normal Distribution, Variance unknown (sample size < 30)

13. Confidence Interval on the Mean of a Normal Distribution, Variance unknown (sample size > 30)

14. Linear Regression

Today let’s re-create two variables and see how to plot them and include a regression line. We take height to be a variable that describes the heights (in cm) of ten people.