Statistics for Engineers (in Arabic)

Course details

- Uniform Distribution

- Normal Distribution

- Standard Normal Distribution

- Sum of Normal Distributions

- Central Limit Theorem

- Normal as approximation to Binomial

- Normal as approximation to Poisson

- Introduction to Statistics

- Descriptive Statistics

-Types of Data & Histogram

- What to measure in Data

- Central Tendency

- Variability

- Symmetry

- Statistical Inference

- Choosing a Model

- Parameter Estimation

- Method of Moments

- Maximum Likelihood Estimator

- Comparing Estimators

- Goodness of Fit

- P-P Plot

- Confidence Intervals

- Hypothesis Testing