PAÜ .:. Eğitim Öğretim Bilgi Sistemi

COURSE INFORMATION

Course Code	Course Title	L+P Hour	Semester	ECTS
FBE 515	STATISTICS AND DATA ANALYSIS TECHNIQUES	3 + 0	1st Semester	7,5

COURSE DESCRIPTION

Course Level	Master's Degree
Course Type	Elective
Course Objective	Statistical Analysis of the Data, Percentage Norms, Correlations, Writing Research Report.
Course Content	Statistical Analysis of the Data, Percentage Norms, Correlations, Writing Research Report.
Prerequisites	No the prerequisite of lesson.
Corequisite	No the corequisite of lesson.
Mode of Delivery	Face to Face

COURSE LEARNING OUTCOMES

1	Bilgisayar destekli eğitim ve bilgisayar destekli öğretim kavramlarını açıklar.
2	Eğitim amaçlı kullanılan yazılım türlerini ve işlevlerini açıklar Eğitim amaçlı kullanılan yazılım türlerini ve işlevlerini açıklar
3	Eğitim amaçlı kullanılacak yazılımı seçer Eğitim amaçlı kullanılacak yazılımı seçer Güncelle
4	Uzaktan eğitim kavramını açıklar Uzaktan eğitim kavramını açıklar

COURSE'S CONTRIBUTION TO PROGRAM

	PO 01	PO 02	PO 03	PO 04	PO 05	PO 06	PO 07	PO 08	PO 09	PO 10	PO 11	PO 12
LO 001		4		5		5			3		4
LO 002	5		4			4	4		4			4
LO 003	4				4			5		5		5
LO 004		4		5						5		5
Sub Total	9	8	4	10	4	9	4	5	7	10	4	14
Contribution	2	2	1	3	1	2	1	1	2	3	1	4

ECTS ALLOCATED BASED ON STUDENT WORKLOAD BY THE COURSE DESCRIPTION

Activities	Quantity	Duration (Hour)	Total Work Load (Hour)
Course Duration (14 weeks/theoric+practical)	15	3	45
Hours for off-the-classroom study (Pre-study, practice)	15	4	60
Assignments	5	9	45
Mid-terms	1	15	15
Final examination	1	30	30
Total Work Load ECTS Credit of the Course			195 7,5

COURSE DETAILS

Select Year

	Course Term	No	Instructors
Details	2020-2021 Fall	1	EREN CAN AYBEK

Course Details

Course Code	Course Title	L+P Hour	Course Code	Language Of Instruction	Course Semester
FBE 515	STATISTICS AND DATA ANALYSIS TECHNIQUES	3 + 0	1	Turkish	2020-2021 Fall

Course Coordinator	E-Mail	Phone Number	Course Location	Attendance
Assoc. Prof. Dr. EREN CAN AYBEK	eaybek@pau.edu.tr		EGT A0020	%70

Goals		Statistical Analysis of the Data, Percentage Norms, Correlations, Writing Research Report.
Content		Statistical Analysis of the Data, Percentage Norms, Correlations, Writing Research Report.

Topics

Weeks	Topics
1	Basic Concepts
2	Data Entry
3	Descriptive Statistics
4	Correlation
5	Independent Samples t-Test and Mann Whitney U Test
6	Paired Samples t-Test and Wilcoxon Signed Rank Test
7	One Way Analysis of Variance and Kruskal Wallis H Test
8	Simple Linear Regression
9	Multiple Linear Regression
10	Principal Component Analysis and Exploratory Factor Analysis
11	Item Analysis
12	Confirmatory Factor Analysis
13	Structural Equation Modeling
14	Overview

Materials

Materials are not specified.

Resources

Resources	Resources Language
Kilmen, S. (2015). Eğitim araştırmacıları için SPSS. Ankara: Edge Akademi.	Türkçe
Büyüköztürk, Ş. (2009). Sosyal bilimciler için SPSS ile veri analizi el kitabı. Ankara: Pegem Akademi.	Türkçe
Field, A. (2013). Discovering statistics using IBM SPSS statistics. SAGE.	English

Course Assessment

Assesment Methods	Percentage (%)	Assesment Methods Title
Final Exam	50	Final Exam
Midterm Exam	50	Midterm Exam

L+P: Lecture and Practice
PQ: Program Learning Outcomes
LO: Course Learning Outcomes

Prospective Student