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	MUH317
Courses Recomended	IST213
Recommended Reading List	• Walpole R.E., Myers R. H., Myers S.L., Ye K., (2002), Probability and Statistics for Engineers & Scientistis, 7th edition, Prentice Hall Yayınları • Hines W.W., Montgomery D.C., Goldsman D.M., Borror C.M., (2003), Probability and Statistics in Enginnering, 4th. Edition, WileyYayınları
Assessment methods and criteria	Midterm, final, homework
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 (%)
Toplam (%)		0