324 إحص: الاحتمالات والإحصاء للهندسة
Stat 324 – Probability and Statistics for Engineers
Week | Sections | Subjects |
1 | 1.1, 1.3, 1.4 | Introduction to Statistics & Data Analysis |
2 | 2.1, 2.2, 2.3, 2.4, 2.5 | Sample Space, Events, Counting Sample Points (only Theorem 2.8), Probability of an Event, Additive Rules |
3 | 2.6, 2.7, 2.8 | Conditional Probability, Independent Events, Multiplicative Rules, Bayes’ Rule |
4 | 3.1, 3.2, 3.3 | Concept of Random Variable, Discrete Probability Distributions, Continuous Probability Distributions |
5 | 4.1, 4.2, 4.3, 4.4 | Mean of a Random Variable, Variance, Means & Variances of a Linear Combination of Random Variables (for independent variables), Chebyshev’s Theorem |
6 | 5.2, 5.3, 5.4, 5.6 | Discrete Uniform Distribution, Binomial Distribution, Hypergeometric Distribution, Poisson Distribution |
7 | 6.1, 6.2, 6.3 6.4 |
Continuous Uniform Distribution, Normal Distribution, Areas Under the Normal Curve, Applications of the Normal Distribution |
8 | 6.6, 8.1, 8.2 | Exponential Distribution, Random Sampling |
9 | 8.4, 8.5, 8.7 | Sampling Distributions, Sampling Distribution of Means, t-Distribution |
10 | 9.1, 9.2, 9.4, 9.5 | Introduction to Estimation, Statistical Inference, Estimating the Mean, Standard Error |
11 | 9.7, 9.9, 9.10 | Estimating the Difference Between Two Means, Estimating a Proportion, Estimating the Difference between Two Proportions |
12 | 10.1, 10.2 |
Statistical Hypotheses, Testing a Statistical Hypothesis |
13 | 10.3, 10.5, 10.7 | One- and Two-Tailed Tests, Tests Concerning a Single Mean, Tests on a Single Mean when variance is unknown |
14 | 10.8, 10.11, 10.12 | Tests on Two Means, Test on a Single Proportion, Test on two Proportions |
15 | Reviews |
Textbook
Probability and Statistics for Engineers and Scientists, 7th Edition (or Latest Edition), Prentice Hall, 1998.
By: Walpole, R. E.; Myers, R. H. and Myers, S. L.
Grading:
Participation + Quizzes + Home works + Attendance +Tutorial Session | Midterm I | Midterm II | Final Exam |
10% The attendance will be considered in BOTH lectures and tutorial session. |
25% Ch 1, 2, 3, & 4 |
25% Ch 5 & 6 |
40%
Ch. 8, 9, & 10 |
Homework and exam policy:
Collaboration on homework assignments is encouraged. You may consult outside reference materials, other students, the instructor, or anyone else. There is one restriction: you must write, type, or record your answers yourself, alone, so that your homework reflects your understanding. No late homework or make-up exams without prior approval.
Preliminary Course Outline:
We will cover Walpole, Chapters 1–6 and Chapters 8–10.