The web page for the course is:
Nonparametric Statistical methods Using R, Kloke and McKean (2014), Boca Raton, FL: Chapman-Hall.
To download R on your computer, just type CRAN in google or goto
i.e. Click here for CRAN
In Chapter 1 of the text we introduce R.
Note that on the CRAN page there are free manuals for using R.
Also feel free to download the following manual:
Free Manual on R
Also there is a free clickable R, R Studio, which you can download here.
Data, rdas can be found here.
Other data can be found here.
R functions for the course. .
Please feel free to use the following Stat methods text. The author (Dr. Rasmussen allowed us to use it).
In the Reading and Problems for Class Discussion
page, I will refer to this book by Rasmussen along with the chapter, section, and page number.
Methods Book .
This is a course in applied nonparametric statistics. It assumes that the student has one undergraduate methods course in Statistics. One of the following Stat courses would satisfy this prerequisite: Stat 3640, Stat 2600, Stat 3660, Stat 2160, or Stat 3620.
Nonparametric statistical methods are inferential procedures which are valid under very mild assumptions. Hence, they are useful statistical procedures for many areas. These procedures can be used for the basic one and two sample location problems as well as higher order designs. They include techniques for the fitting of general linear models and testing general linear hypotheses. This course will cover these topics and also discuss appropriate statistical software for the computation of these procedures.
Grade: THIS IS ALL TBA: Based on MidTerm, Final, and Homework, TBA: on weights for the final grade.
TA for the course is:Guohao Zhu, a PhD student in Statistics
WMU's Policy on Cheating and Plagiarism: The Faculty Senate has adopted the following policy. For Stat 5660 to avoid plagiarism, we note the citation and then put the paragraph in quotes.
Citation: The Professional Concerns Committee of the Faculty Senate recommends that all faculty include the following paragraph in each syllabus that they prepare for the upcoming semester. If you have questions, contact Suzie Nagel, Associate Dean of Students, at firstname.lastname@example.org or Philip Guichelaar, Co-Chair of the Professional Concerns Committee, at email@example.com.
``You are responsible for making yourself aware of and understanding the policies and procedures in the Undergraduate (pp. 274-276) [Graduate (pp. 25-27)] Catalog that pertain to Academic Honesty. These policies include cheating, fabrication, falsification and forgery, multiple submission, plagiarism, complicity and computer misuse. If there is reason to believe you have been involved in academic dishonesty, you will be referred to the Office of Student Conduct. You will be given the opportunity to review the charge(s). If you believe you are not responsible, you will have the opportunity for a hearing. You should consult with me [instructor] if you are uncertain about an issue of academic honesty prior to the submission of an assignment or test.''