UNLV Department of Mathematical Sciences

STAT 411 Statistical Methods I

Teaching & Class Materials

Welcome to the course homepage for STAT 411. If you are a student in this class you should check this site frequently for updated or new information.  è Course Syllabus

Undergraduate Program (BA, BS)

Related Course:  [STAT412]   [STAT467]

I. Outline of the Course

 

Instructor: Hokwon A. Cho, Ph.D., Associate Professor, Office: CDC 1008 (Building #10, Room 1008), Office phone: 895-0393 (Math. Sci. dept. office: 895-3567), E-mail: cho@unlv.nevada.edu.

Class Time and Location: Tue. & Thur., 10:00AM-11:15AM, TBE B-172.

Office Hours: Tue. & Thur., 2:30PM-4:30PM or by appointment.

Teaching Assistant: Ryan Roman. Office: CDC 1002 (Building #10, Room 1002).

        Discussion Session: CBC C-321; Fri. 8:30AM-9:45AM, 11:30AM-12:45PM, 1:00PM-2:15PM.

Textbook: Probability & Statistics for Engineers & Scientists, by Walpole, Myers, Myers and Ye. 9th Ed., Prentice Hall.

Scope of Course:

This is a calculus-based probability and statistics course for upper division undergraduate students. The main goal of this course is to provide various statistical methodologies and their applications in data analysis. We will explore Chapter 1 through Chapter 10 in the text at minimum and some selected topics from chapters 11- 12 if time permitted. Among topics to be covered will be

 

1.       Data, Graphical Descriptive Techniques - Measures of central Tendency and dispersion; numerical measures of relative standing; box plots, outliers, scatter-plots.

2.       Introduction to probability - Sample spaces, events, probability rules; conditional probability, independent events. Bayes theorem.

3.       Random variables and their distributions - Discrete random variables; probability distributions, binomial and Poisson distributions, continuous probability distributions, Normal and exponential distributions, Joint probability distributions, Expectations of random variables.

4.       Sampling distributions - Sampling, law of large numbers, central limit theorem.

5.       Estimation - Point estimation, desirable properties, confidence interval for a population mean and a population proportion; sample size determination.

6.       Testing Statistical Hypotheses - test of hypothesis about a population mean: z-test; t-test, p-value; test of hypothesis about a population proportion, comparing two population means: independent sampling and paired t-test. Chi-square test for categorical/frequency data.

 

Homework, Quiz & Worksheet: There will be weekly homework assignments given in class and expected to complete them by the following week. Some of them will be collected for credit. Quizzes/worksheet will be given for credit and for practice. Late submission will not be accepted unless arranged with the instructor in advance.

 

Grading: The course grade is evaluated based upon the following components: Homework & assignments - 20%, Two tests (in class) - 25% each, Final Exam - 30%.

 

Exams: There will be two midterm exams most likely on 6th and 11th week. The final exam is scheduled according to the university calendars and schedules.

 

University Academic Policies on the Academic Misconduct, Copyright, Disability Resources Center (DRC), Tutoring, Writing Center, and Religious Holidays: click the next è University Academic Policies.

 

II. Lecture and Homework Schedule

 

A lecture schedule detailing which topics will be covered on which weeks is available on the course webpage. The schedule may vary from it, depending on time constraints. Any changes will be noted on the class website. To see more details, click next è [Lecture & HW schedule]  

 

The followings are the lecture notes and the power-point slides that are given in the class:

§  Lecture notes:  For the homework assignments (selected problems) and worksheets:

§  Homework Solutions: 

§  Worksheets & Quizzes: 

 

III. Bulletin Board

Last updated:  3:00 PM  WED.  Oct. 4, 2016

All exams/quizzes are closed book and notes. 

 

1.    Test 1 has re-scheduled to be Tue. Oct. 11.

-          The exam covers Chapters 1, 2, and 3 (except Sec. 3.4).

-          Bring your calculator.

2.    HW for Chap. 3 (I) due Tue. Oct. 4. Solution has distributed.

3.    HW (Chap. 4) due to submit is Thu. Oct. 13.

 

IV. Handouts, Data Sets & Other Resources

 

Statistical Tables:

1.     Tables for Discrete & Continuous Probability Distributions

2.     Tables for Confidence Intervals & Testing Hypotheses

 

 

Search Journal Articles:

JSTOR | MathSciNet | Ingenta | CIS | Wikipedia |

Statistical Software/Language:

SAS/STAT | Minitab | SPSS | BMDP | S-Plus | R |

 

Ø   Journals:    | Statistics | Probability | Related Journals | Mathematics |

Ø   Societies:    | IMS | ASA | IMS BulletinSIAM | AMS | MAA |             è More Link?

 

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© 2006-2017  Hokwon Cho.