مادة دراسية
105 stat
Department of Statistics & Operation Research
King Saud University
First Semester 1439/1440
Stat105
King Saud University
First Semester 1439/1440
Stat105
Week | Title |
W1 2/9 – 6/9 |
|
W2 9/9 – 13/9 |
Discrete distributions: probability distribution, cumulative distribution, mean, variance. Binomial, Poisson, Hypergeometric, Approximations. |
W3 16/9 – 20/9 |
Continuous distributions: density, expectation, variance. Uniform, normal, exponential. |
W4 23/9 – 27/9 |
Sampling distribution of means and the CLT: one and two populations. Sampling distribution of . Chi-square, t, F. |
W5 30/9 – 4/10 |
Sampling distribution of proportions: one and two populations. Single population: estimating the mean and proportion. Two populations: estimating the difference between two means and two proportions. Paired observation. |
W6 7/10 – 11/10 |
One population: estimating the variance. Two populations: estimating the ratio of two variances. |
W7 14/10 – 18/10 |
Testing Hypothesis: Mean, Proportion, variance of one population. |
W8 21/10 – 25/10 |
Testing Hypothesis: Mean, Proportion, variance of two populations. |
W9 28/10 – 1/11 |
Chi square tests: Goodness-of-fit test, test of independence. Test of homogeneity. |
W10 4/11 – 8/11 |
Correlation: Person and Spearman. |
W11 11/11 – 15/11 |
Single linear regression |
W12 18/11 – 22/11 |
Analysis of variance: one way |
W13 25/11 – 29/11 |
Analysis of variance: two way. |
W14 2/12 – 6/12 |
Nonparametric tests |
REFERENCE
Probability and Statistics for Engineering and the Sciences by Jay L. Devore.