Special Topics in IE: Advanced statistics with R (IE 58005)

2022 Fall
Faculty of Engineering and Natural Sciences
Industrial Engineering(IE)
3
10
Semih Onur Sezer sezer@sabanciuniv.edu,
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English
Doctoral, Master
--
Formal lecture
Discussion based learning
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CONTENT

The course aims to discuss importance topics in statistics in a mathematically rigorous way. The topics that will be discussed include sampling distributions and asymptotics, point and interval estimations, hypothesis testing, ANOVA and regression analysis. Implementations will be illustrated with R.

OBJECTIVE

The course aims to discuss importance topics in statistics in a mathematically rigorous way. The topics that will be discussed include sampling distributions and asymptotics, point and interval estimations, hypothesis testing. Implementations will be illustrated with R.

ASSESSMENT METHODS and CRITERIA

  Percentage (%)
Final 55
Midterm 45

RECOMENDED or REQUIRED READINGS

Readings

Lecture notes prepared for the course by the instructor