Math 461/561: Introduction to Mathematical Methods of Statistics I
By Qi-Man Shao
- Time and Place:
10:00 MWF, Fenton 117
- CRN: 13820 (Math 461) and 13829 (Math 561)
- Textbook:
Introduction to Probability and Statistics
by Walter A. Rosenkrantz, published by McGraw-Hill, 1997
- Final Exam:
15:15 - 17:15, Tues, Dec 8, 117 Fenton
- Office Hours:
Mon 11:00 - 12:00, 15:00 - 15:50, Tue 11:00 - 12:00, 15:00 - 16:00
Wed 11:00 - 12:00, 15:00 - 16:00, Friday 11:00 - 12:00
- Office Phone: 346-4701
Syllabus
Grading Policy
Your course grade is a weighted average of the following three
performance scores: homework and quizzes (30%),
midterm exam (30%) and final exam (40%).
Lab #1 ,
Lab #2 ,
Homework Assignments and Topics for the class
- Mon, 9/28: Introduction
Read: Sections 1.1-1.3
Homework: No homework
- Wed, 9/30: Displaying distributions with graphs
Read: Section 1.4
Homework: 1.5, 1.12, 1.13
- Fri, 10/2: Measuring center and spread
Read: Section 1.5
Homework: 1.18, 1.27(a), 1.28,
- Mon, 10/5: Measures of location and variability
Read: Section 1.6
Homework: 1.37, 1.43, 1.44,
- Wed, 10/7: Sample space, events, axioms of probability
Read: Section 2.2
Homework: 2.1, 2.2, 2.9, 2.11
- Fri, 10/9: Mathematical models of random sampling
Read: Section 2.3
Homework: 2.12, 2.17, 2.21
- Mon, 10/12: Conditional probability
Read: pages 79-82
Homework: 2.29, 2.30, 2.31
- Wed, 10/14: Bayes's theorem and independence
Read: pages 82-85
Homework:
- Fri, 10/16: Discrete random variables
Read: Section 3.2
Homework: 3.1, 3.5, 3.10,
- Mon, 10/19: Discrete random variables
Read: Section 3.2
Homework: 3.1, 3.5, 3.10,
- Wed, 10/21: Expected value
Read: Section 3.3, pages 101-108
Homework: 3.13, 3.15, 3.20, 3.22, 3.26, 3.27
(Due Monday, 10/26)
- Fri, 10/23: Variance and hypergeometric distribution
Read: Sections 3.3-3.4, pages 109-118
Homework: Refer to the homework on 10/21
- Mon, 10/26: Binomial and Poisson distributions
Read: Sections 3.5, 3.6
Homework: 3.30, 3.34, 3.41
- Wed, 10/28: Continuous random variables
Read: Section 4.2
Homework: 3.45, 3.52, 3.57, 3.59
- Fri, 10/30: Expected values and variances
Read: Section 4.3
Homework: 4.2, 4.7, 4.10
- Mon, 11/2: Normal distribution
Read: Section 4.4
Homework: 4.14 (a)(c)(f), 4.17 (a) (d), 4.22 (a) (e) (i)
- Wed, 11/4: Other continuous distributions
Read: Section 4.5
Homework: 4.25, 4.32, 4.38, 4.40
- Fri, 11/6: Functions of a random variable and sums
of random variables
Read: 4.47, 4.52, 4.56, 4.57
Homework:
- Mon, 11/9: Sampling from a normation distribution
Read: Section 6.2
Homework: 6.2, 6.4, 6.5
- Wed, 11/11: Midterm Exam
- Fri, 11/13: Point estimation of the mean and variance
Read: Section 7.2
Homework: 6.11, 7.4, 7.5,
- Mon, 11/16: Confidence interval for the mean
Read: Section 7.3, pages 248-252
Homework: 7.1 (a) (b), 7.7 (a)
- Wed, 11/18: Confidence interval for mean
Read: Section 7.3, pages 252-255
Homework: 7.3, 7.8, 7.13, 7.16 (a),
- Fri, 11/20: Point and Interval estimation for a
population proportion
Read: Section 7.5
Homework: 7.32, 7.34, 7.35
- Mon, 11/23: Tests of statistical hypothesis
Read: Section 8.2, pages 280-295
Homework: 8.1, 8.2, 8.4
- Wed, 11/25: Tests of statistical hypothesis
Read: Section 8.2, pages 296-303
Homework: 8.7, 8.8, 8.14, 8.16
- Fri, 11/27: Thanksgiving Break, Enjoy your turkey or
appropriate vegetarian substitute
- Mon, 11/30: Tests concerning the parameter p
Read: Section 9.2
Homework: 8.20, 9.5 (b) (c), 9.6, 9.7
- Wed, 12/2: Review
Read:
Homework:
- Fri, 12/4: Review
- Final Exam: 15:15-17:15, Tues, Dec 8, 117 Fenton
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