COURSE INFORMATON
Course Title Code Semester L+P Hour Credits ECTS
Nonparametric Methods * ECMS   406 8 3 3 6

Prerequisites and co-requisites
Recommended Optional Programme Components None

Language of Instruction English
Course Level First Cycle Programmes (Bachelor's Degree)
Course Type
Course Coordinator Assoc.Prof.Dr. Hüseyin GÜLER
Instructors
Doç. Dr.Dr.HÜSEYİN GÜLER1. Öğretim Grup:A
 
Assistants
Goals
The purpose of this lesson is to explain small sample hypothesis tests which are applied when the normal distribution is not satisfied, goodness of fit tests, tests for independency and homogeneity and coefficients of relationship.
Content
The course content covers rank and rank-order statistics; chi-square, Kolmogorov-Smirnov, Liliefors and Shapiro- Wilk goodness of fit tests; Levene, Brown-Forsythe and Layard chi-square tests for homogeneity of variances; one sample binomial, sign, Wilcoxon signed rank test and runs test; Mann-Whitney, Wald-Wolfowitz runs and Kolmogorov-Smirnov tests for two-independent samples; chi-square tests for independency and homogeneity and Spearman's rank correlation coefficient and Kendall's tau coefficient of relationship and applications of these methods on SPSS.

Learning Outcomes
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Course's Contribution To Program
NoProgram Learning OutcomesContribution
12345
1
Explains Econometric concepts
X
2
Acquires basic Mathematics, Statistics and Operation Research concepts
X
3
Equipped with the foundations of Economics, and develops Economic models
4
Describes the necessary concepts of Business
5
Models problems with Mathematics, Statistics, and Econometrics
X
6
Estimates the model consistently and analyzes & interprets its results
X
7
Acquires the ability to analyze, benchmark, evaluate and interpret at conceptual levels to develop solutions to problems
X
8
Collects, edits, and analyzes data
X
9
Uses a package program of Econometrics, Statistics, and Operation Research
X
10
Effectively works, take responsibility, and the leadership individually or as a member of a team
11
Awareness towards life-long learning and follow-up of the new information and knowledge in the field of study
12
Develops the ability of using different resources in the form of academic rules, synthesis the information gathered, and effective presentation in an area which has not been studied
X
13
Uses Turkish and at least one other foreign language, academically and in the business context
14
Good understanding, interpretation, efficient written and oral expression of the people involved
X
15
Improves his/herself constantly by defining educational requirements considering interests and talents in scientific, cultural, art and social fields besides career development
16
Questions traditional approaches and their implementation while developing alternative study programs when required
X
17
Recognizes and implements social, scientific, and professional ethic values
18
Follows actuality, and interprets the data about economic and social events

Course Content
WeekTopicsStudy Materials _ocw_rs_drs_yontem
1 Some basic concepts Chapter 1
2 Order statistics Chapter 2
3 Goodness of fit tests Chapter 3
4 Goodness of fit tests Chapter 3
5 Tests for homogeneity of variances Chapter 4
6 Tests for homogeneity of variances Chapter 4
7 Tests for independency and homogeneity Chapter 8
8 Midterm exam
9 One sample tests Chapter 5
10 One sample tests Chapter 5
11 Tests for two-independent samples Chapter 6
12 Tests for two-independent samples Chapter 6
13 Tests for two-dependent samples Chapter 7
14 Tests for two-dependent samples Chapter 7
15 Coefficients of relationship Chapter 11
16-17 Final exam

Recommended or Required Reading
Textbook
Additional Resources