Akademik Dersler - Tanıtım


Code - Course Title	ENM310 - Experiment Design and Regression Analysis
Course Type	Required Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	4.5
Course Instructor(s)	DOKTOR ÖĞRETİM ÜYESİ LEMAN ESRA DOLGUN
Mode of Delivery	Face to face
Prerequisites	ENM317
Courses Recomended
Recommended Reading List	Mendenhall, W., Sincich, T. A Second Course in Statistics: Regression Analysis, Pearson.Montgomery, D.C., Runger, G.C., Hubele, N.F. (2012). Engineering Statistics. 5th ed., Wiley.Özkan, C. (Çeviri Editörü) (2017) Mühendislik İstatistiği (Montgomery, D.C., Runger, G.C., Hubele, N.F. (2012). Engineering Statistics 5.baskıdan çeviri) Palme Yayıncılık.
Assessment methods and criteria	Midterm Examination, Quiz, Final Examination
Work Placement
Sustainability Development Goals

Weeks	Topics
Week - 1	Model of Experimental Design, One way ANOVA
Week - 2	Confidence Intervals on One-way ANOVA, Residual Analysis
Week - 3	Two-way ANOVA, Multi factor ANOVA, Confidence Intervals
Week - 4	Hypotheses on Multi factor ANOVA
Week - 5	Residual Analysis
Week - 6	Comparision of means, Analysis with MINITAB
Week - 7	Simple Linear Regression, Confidence Intervals, Hypotheses
Week - 8	Multi variable regression Analysis, Confidence Intervals, Hypotheses
Week - 9	Residual Analysis of Regression, Correlation
Week - 10	Methods od independent variable to the regression model
Week - 11	Nonlinear regression models
Week - 12	Factorial design
Week - 13	2k factorial design
Week - 14	Hypotheses, Residual Analysis, selection of factor levels

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
1.Midterm Exam	1	30
Quiz	1	30
Final Exam	1	40
Toplam (%)		100