Transcript MM382: Probability and Statistics for Engineers

MM382: Probability and
Statistics for Engineers
Lecturer:
Prof. M. A. El-Baradie
Descriptive Statistics

Graphical Presentation of Data
 The

Measure of Location
 The

Sample Variance and Sample Standard Deviation
Linear Regression
 The

Mean
Measures of Variability
 The

Dot Diagram and Stem-and-leaf Diagram
Least Squares Principle
Linear Correlation Coefficient

Discrete Random Variables and Probability Distributions
 The

Binomial Distribution
Continuous Random Variables and Probability
Distributions
 The
Normal Distribution
 The Normal Approximation to the Binomial Distribution

Test of Hypotheses
 Statistical
Hypotheses
 Testing a Statistical Hypothesis
 One-sided and Two-sided Hypotheses
 General Procedure for Hypotheses Testing
Reference
“Applied Statistics and Probability for Engineers”,
Douglas Montgomery and G. Runger,
John Wiley.