Download IE 261 Engineering Statistics

IE 261 Engineering Statistics
Lecturer :
Credit : 3 (3-0) Major Course
1st Semester
Asst. Prof. Dr. Montalee Sasananan
Room 417 Tel. 02 564 3002 (ext.) 3085
email – nmontale@engr.tu.ac.th, smontalee@yahoo.com
Course Description
Probability theory and statistical distributions. Sampling theory. Estimation theory. Hypothesis
testing. Nonparametric statistics. Regression and correlation. Analysis of variance. Engineering
applications of statistics.
Teaching Schedule
Week
Course Topics
1
Introduction and Descriptive Statistics
Measures of Location
Measures of Variability
2
Probability
Axioms, Interpretations, and Properties of Probability
Counting Techniques
Conditional Probability
3, 4
Discrete Random Variables and Probability Distributions
Random Variables
Probability Distributions for Discrete Random Variables
Expected Values of Discrete Random Variables
The Binomial Probability Distribution
The hypergeometric and Negative Binomial Distributions
5, 6
Continuous Random Variables and Probability Distributions
Continuous Random Variables and Probability Density Function
Cumulative Distributions Functions and Expected Values
Normal Distribution
Gamma Distribution and Its Relatives
Other Continuous Distribution
7, 8
Joint Probability distributions and Random Samples
Expected Values, Covariance, and Correlation
Statistics and Their Distributions
Distribution of the Sample Mean
9, 10
11,12
13,14
15
16
Distribution of a Linear Combination
Estimation
Point Estimation
Interval Estimation
Large-sample Confidence Intervals for a Population Mean and Proportion
Intervals Based on a Normal Population Distribution
Confidence Intervals for the Variance and Standard Deviation of a Normal Population
Hypothesis Testing
Test of Hypothesis Based on a Single Sample
Test About a Population Mean
Tests Concerning a Population Proportion
P-values
Hypothesis Testing (continued)
Test of Hypothesis Based on Two Sample Means
Analysis of Paired Data
Test of Hypothesis Based on Two Sample Proportions
Test of Hypothesis Based on Two Sample Variances
Analysis of Variance
Regression Analysis
Grading System
Homework / QUIZ
Midterm
Final
10 %
40
50
100
Textbook
 Devore, J.L. Probability and Statistics for Engineering and the Sciences, 5th Edition, Duxbury Press, 1995
(or latest edition)
 Montgomery, D.C. and Runger G.C., Applied Statistics and Probability for Engineers, 4th Edition,
Wiley and Sons, 2006.
 Montgomery, D.C. and Runger G.C., Design and Analysis of Experiments, 6th Edition, Wiley and
Sons, 2004.
 Montgomery, D.C. and Runger G.C., Engineering Statistics, 3rd Edition, Wiley and Sons, 2006.
 Metcalfe, A.V. Statistics in Engineering, 1st Edition, Chapman & Hall, 1994.