COURSE INFORMATON
Course Title Code Semester L+P Hour Credits ECTS
NonParametric Statistics * ISB   302 6 3 3 5

Prerequisites and co-requisites
Recommended Optional Programme Components None

Language of Instruction Turkish
Course Level First Cycle Programmes (Bachelor's Degree)
Course Type
Course Coordinator Prof. Dr. Sadullah SAKALLIOĞLU
Instructors
Prof. Dr.SADULLAH SAKALLIOĞLU1. Öğretim Grup:A
Prof. Dr.SADULLAH SAKALLIOĞLU2. Öğretim Grup:A
 
Assistants
Goals
Selecting the appropriate tests to test hypotheses and gain the ability to apply non-parametric tests
Content
Basic concepts, the difference between parametric and nonparametric statistics, one sample tests, related two sample tests, independent two samples tests.

Learning Outcomes
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Course's Contribution To Program
NoProgram Learning OutcomesContribution
12345
1
Explain the essence fundamentals and concepts in the field of Probability, Statistics and Mathematics
X
2
Emphasize the importance of Statistics in life
X
3
Define basic principles and concepts in the field of Law and Economics
4
Produce numeric and statistical solutions in order to overcome the problems
X
5
Use proper methods and techniques to gather and/or to arrange the data
X
6
Utilize computer systems and softwares
X
7
Construct the model, solve and interpret the results by using mathematical and statistical tehniques for the problems that include random events
X
8
Apply the statistical analyze methods
9
Make statistical inference(estimation, hypothesis tests etc.)
10
Generate solutions for the problems in other disciplines by using statistical techniques
X
11
Discover the visual, database and web programming techniques and posses the ability of writing programme
X
12
Construct a model and analyze it by using statistical packages
13
Distinguish the difference between the statistical methods
14
Be aware of the interaction between the disciplines related to statistics
15
Make oral and visual presentation for the results of statistical methods
16
Have capability on effective and productive work in a group and individually
X
17
Professional development in accordance with their interests and abilities, as well as the scientific, cultural, artistic and social fields, constantly improve themselves by identifying training needs
X
18
Develop scientific and ethical values in the fields of statistics-and scientific data collection
X

Course Content
WeekTopicsStudy Materials _ocw_rs_drs_yontem
1 Basic concepts Source reading
2 the difference between parametric and nonparametric technics Source reading
3 Levels of Measurement Source reading
4 one sample tests: sign test, Wilcoxon signed rank test Source reading
5 independent two samples tests: median test, Mann-Whitney test Source reading
6 independent two samples tests: Mood test, Moses Source reading
7 related two sample tests: sign test, Wilcoxon signed rank test Source reading
8 Mid-Term Exam Written exam
9 chi square test of independence Source reading
10 independent k samples test:Kruskal-Wallis Test (H statistics) Source reading
11 sampling distribution of H statistics and chi-square approximation Source reading
12 Friedman S Test Source reading
13 sampling distribution of S statistics and chi-square approximation Source reading
14 Goodness of fit tests Source reading
15 Solving problem Review of topics discussed in the lecture notes and sources
16-17 Term Exams Written exam

Recommended or Required Reading
Textbook
Additional Resources
W. J. Conover (1998). Practical Nonparametric Statistics, Wiley; 3rd edition.