Akademik Dersler - Tanıtım


Code - Course Title	İST130 - Statistics II
Course Type	Required Courses
Language of Instruction	İngilizce
Laboratory + Practice	4+0
ECTS	6.0
Course Instructor(s)	DOKTOR ÖĞRETİM ÜYESİ ÇİĞDEM KALATHILPARMBIL
Mode of Delivery	FACE TO FACE
Prerequisites	NONE
Courses Recomended	NONE
Recommended Reading List	* McClave, J.T. and Sincich, T. (2013). Statistics, Pearson Education.* Devore, J. L. (2011). Probability and Statistics for Engineering and the Sciences (Eigth edition). Cengage learning.* Johnson, R. A. and Bhattacharyya, G.K. (2009). Statistics: principles and methods (Sixth edition). John Wiley \\& Sons.* Moore, D. S., McCabe, G. P. and Craig, B. A. (2012). Introduction to the Practice of Statistics.* David R. Anderson, Dennis J. Sweeney and Thomas A. Williams, Statistics for Business and Economics, 11th Edition.* Peck, R., Olsen, C. and Devore, J. L. (2015). Introduction to statistics and data analysis. Cengage Learning.* Newbold, P., Carlson, W. and Thorne, B. (2013). Statistics for business and economics. Pearson.
Assessment methods and criteria	MIDTERMPROJECTQUIZFINAL
Work Placement	NONE
Sustainability Development Goals	Quality Education , Industry, Innovation and Infrastructure , Partnerships for Purposes

Weeks	Topics
Week - 1	Sampling, sampling distribution, standard error.
Week - 2	Sampling distribution of the sample mean and central limit theorem.
Week - 3	Confidence intervals based on a single sample.
Week - 4	Confidence intervals based on a single sample.
Week - 5	Hypothesis testing: Basic concepts, error probabilities, power of the test and p-value.
Week - 6	Hypothesis testing for one population parameter: z and t tests
Week - 7	Tests for one population variance and proportion.
Week - 8	Comparing two population means based two independent samples.
Week - 9	Comparing two population means based two independent samples.
Week - 10	Comparing two population variances and proportions based on independent samples.
Week - 11	One-way ANOVA.
Week - 12	Simple linear regression: LS estimation.
Week - 13	Simple linear regression: Confidence intervals and hypothesis testing.
Week - 14	Coefficient of determination and correlation coefficient.

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
1.Midterm Exam	1	25
2.Midterm Exam	1	25
Homework	1	10
Final Exam	1	40
Toplam (%)		100