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.
 

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