Akademik Dersler - Tanıtım


Code - Course Title	İST543 - Statistics I
Course Type	Required Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	7.5
Course Instructor(s)	DOKTOR ÖĞRETİM ÜYESİ UMUT SEZER
Mode of Delivery	Face to face
Prerequisites
Courses Recomended
Required or Recommended Resources	Ott, R. L., and M. Longnecker. An introduction to statistical methods and data analysis; Hogg, R. V., Tanis, E. A., & Zimmerman, D. L. Probability and statistical inference; Navarro, D., & Foxcroft, D. Learning Statistics with JAMOVI: a tutorial for beginners in statistical analysis; Hoyle, R. H. (Ed.). Handbook of structural equation modeling; Büyüköztürk, Ş., Çokluk, Ö., & Köklü, N. Sosyal bilimler için istatistik; Backhaus, K., Erichson, B., Gensler, S., Weiber, R., & Weiber, T. Multivariate analysis; Güven, R., Tekindal, M. A. Temel istatistik yöntemler: SPSS ve JAMOVI paket program uygulamaları; Başol, G. (2019). Araştırmacılar için istatistik. Ankara: Pegem Akademi.
Recommended Reading List	Charles Wheelan - Çıplak İstatistik, Ian Hacking - Olasılık ve Tümevarım Mantığına Giriş, Alex Reinhart - Statistics Done Wrong.
Assessment methods and criteria	Midterm, Final
Work Placement
Sustainability Development Goals	Quality Education

Weeks	Topics
Week - 1	Statistics and Statistical Thinking
Week - 2	Probability
Week - 3	Hypotheses, p-value, confidence intervals, alpha, and beta
Week - 4	Distributions and measures of central tendency
Week - 5	Data types
Week - 6	Variance, Covariance, and Correlation
Week - 7	T-test, ANOVA, MANOVA
Week - 8	Non-parametric tests
Week - 9	Regression analysis
Week - 10	Factor analysis
Week - 11	Factor analysis
Week - 12	Structural Equation Model
Week - 13	Application and practice
Week - 14	Application and practice

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
1.Midterm Exam	1	30
Quiz	1	20
Final Exam	1	50
Toplam (%)		100