          Description of Individual Course Units
 Course Unit Code Course Unit Title Type of Course Unit Year of Study Semester Number of ECTS Credits İST418 STATISTICS WITH R PROGRAMMING LANGUAGE Elective 4 8 5
Level of Course Unit
First Cycle
Objectives of the Course
To analyze and interpret statistical problems using R programming language.
Name of Lecturer(s)
Öğr. Grv. Dr. Aslı KILIÇ
Learning Outcomes
 1 The ability of using R programming languages 2 To be able to generate random numbers 3 The ability of performing the applications of various probability distributions. 4 Drawing graphics with R. 5 To be able to make statistical hypothesis testing with R 6 To be able to make regression analysis with R 7 T be able to make time series analysis with R
Mode of Delivery
Face to Face
Prerequisites and co-requisities
Recommended Optional Programme Components
Course Contents
This lecture aims to teach R programming language and computer aided solutions of the problems related to statistics and probability theory using R programming language.
Weekly Detailed Course Contents
 Week Theoretical Practice Laboratory 1 Introduction to R programming language Computer application 2 Data structures in R and data entry Computer application 3 Various mathematical and statistical operations using vectors, matrices and data frames Computer application 4 Graphs in R Computer application 5 Random number generations from various probability distributions Computer application 6 Solutions of various probability problems in R Computer application 7 Contingency tables Computer application 8 Midterm exam 9 Hypothesis testing with one sample Computer application 10 Hypothesis testing with two samples Computer application 11 One way analysis of variance Computer application 12 Two way analysis of variance Computer application 13 Linear regression analysis Computer application 14 Time series analysis Computer application 15 Time series analysis Computer application 16 Final exam
1. İstatistikte R ile programlama, 2014, Necmi Gürsakal, Dora Yayıncılık 2. A Tiny Handbook of R, Mike Allerhand, 2011, Springer-Verlag.
Planned Learning Activities and Teaching Methods
Assessment Methods and Criteria
 Term (or Year) Learning Activities Quantity Weight SUM 0 End Of Term (or Year) Learning Activities Quantity Weight SUM 0 SUM 0
Language of Instruction
Turkish
Work Placement(s) 