PSI209 Statistics 2

4 ECTS - 3-0 Duration (T+A)- 3. Semester- 3 National Credit

Information

Code PSI209
Name Statistics 2
Term 2024-2025 Academic Year
Semester 3. Semester
Duration (T+A) 3-0 (T-A) (17 Week)
ECTS 4 ECTS
National Credit 3 National Credit
Teaching Language Türkçe
Level Lisans Dersi
Type Normal
Mode of study Yüz Yüze Öğretim
Catalog Information Coordinator Prof. Dr. ALİ İHSAN GENÇ
Course Instructor Dr. Öğr. Üyesi ESEF ERCÜMENT YERLİKAYA (A Group) (Ins. in Charge)


Course Goal / Objective

The aim of this course is to teach students parametric and nonparametric hypothesis tests commonly used in psychology.

Course Content

Null hypothesis significance test, effect size, statistical power, type one and two error, t-test (one sample, independent samples, matched samples), analysis of variance (independent groups and repeated measures), Mann-Whitney U test, Wilcoxon signed ranks test, Kruskal-Wallis H test, Friedman test, Chi-square test topics are covered in this course.

Course Precondition

None

Resources

Sosyal Bilimler İçin İstatistik, Nilgün Köklü , Ömay Çokluk , Şener Büyüköztürk, Pagem Akademi Yayıncılık, 25. Baskı, 2021.

Notes

Sosyal Bilimler İçin İstatistik, Nilgün Köklü , Ömay Çokluk , Şener Büyüköztürk, Pagem Akademi Yayıncılık, 25. Baskı, 2021.


Course Learning Outcomes

Order Course Learning Outcomes
LO01 Explains the rationale of the null hypothesis significance testing
LO02 Defines the concepts of type one and type two error.
LO03 Explains the concepts of significance level, effect size and statistical power.
LO04 Performs t-test analysis, which is suitable for testing the significance of the difference between two means.
LO05 Performs analysis of variance, which is suitable for testing the significance of differences between more than two means.
LO06 Performs the nonparametric test, which is suitable for testing the significance of the difference between two means.
LO07 Performs the nonparametric test that is suitable for testing the significance of the difference between more than two means.
LO08 Performs chi-square analysis.
LO09 Performs simple linear regression analysis.
LO10 Tests the significance of the difference between two percentages.


Relation with Program Learning Outcome

Order Type Program Learning Outcomes Level
PLO01 Bilgi - Kuramsal, Olgusal Explains the approaches and concepts related to the theoretical and application areas of psychology.
PLO02 Bilgi - Kuramsal, Olgusal Comprehends other basic sciences (eg, sociology, biology, philosophy) related to psychology, and establishes a multidisciplinary perspective.
PLO03 Bilgi - Kuramsal, Olgusal Explains the development of psychology from the historical perspective
PLO04 Beceriler - Bilişsel, Uygulamalı Applies the knowledge of psychology for the application areas
PLO05 Beceriler - Bilişsel, Uygulamalı Applies the methods and techniques of psychology by developing scientific understanding, critical thinking, creative thinking, and problem-solving skills. 3
PLO06 Beceriler - Bilişsel, Uygulamalı Studies human cognitive, emotional and behavioral processes with scientific methods. 3
PLO07 Beceriler - Bilişsel, Uygulamalı Conducts basic and applied psychology research 4
PLO08 Beceriler - Bilişsel, Uygulamalı Applies the methods and techniques of psychology in an interdisciplinary team. 1
PLO09 Bilgi - Kuramsal, Olgusal Uses knowledge of psychology to serve society and humanity on the basis of universal and national needs 1
PLO10 Beceriler - Bilişsel, Uygulamalı Demonstrates a sense of responsibility as an individual and team member in solving problems related to the area.
PLO11 Yetkinlikler - Öğrenme Yetkinliği Demonstrates life-long learning and research awareness.
PLO12 Yetkinlikler - İletişim ve Sosyal Yetkinlik Effectively shows his knowledge and skills among experts and non-specialists.
PLO13 Yetkinlikler - İletişim ve Sosyal Yetkinlik Use information and communication technologies effectively.
PLO14 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği Shows awareness of events and developments on the agenda of the society and the world.
PLO15 Yetkinlikler - Alana Özgü Yetkinlik Demonstrates a sense of professional responsibility expressed in the Code of Ethics of The Turkish Psychological Association.


Week Plan

Week Topic Preparation Methods
1 The role of descriptive and inferential statistics in psychology Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Tartışma
2 Null hypothesis significance test, significance level, effect size, statistical power, type one and type two error Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Tartışma
3 Independent groups t-test Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
4 Paired Sample t-test Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
5 One sample t-test Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
6 Analysis of variance for independent groups Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
7 Analysis of variance for repeated measures Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
8 Mid-Term Exam Review the topics discussed in the lecture notes and sources Ölçme Yöntemleri:
Yazılı Sınav
9 Mann-Whitney U test Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
10 Wilcoxon signed-rank test Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
11 Kruskal-Wallis H Test Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
12 Friedman test Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
13 Chi-square test Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
14 Simple linear regression analysis Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
15 Testing the significance of the difference between two percentages Source reading Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
16 Term Exams Review the topics discussed in the lecture notes and sources Ölçme Yöntemleri:
Yazılı Sınav
17 Term Exams Review the topics discussed in the lecture notes and sources Ölçme Yöntemleri:
Yazılı Sınav


Student Workload - ECTS

Works Number Time (Hour) Workload (Hour)
Course Related Works
Class Time (Exam weeks are excluded) 14 3 42
Out of Class Study (Preliminary Work, Practice) 14 3 42
Assesment Related Works
Homeworks, Projects, Others 0 0 0
Mid-term Exams (Written, Oral, etc.) 1 7 7
Final Exam 1 18 18
Total Workload (Hour) 109
Total Workload / 25 (h) 4,36
ECTS 4 ECTS

Update Time: 13.06.2024 01:33