Exploratory data analysis

In the year 2024 the “lectures” will be based on recordings of online Zoom lectures in 2021.

For the accompanying discussions on Zoom we will use the link

https://us06web.zoom.us/j/96422044891?pwd=ckhjVzR0LzI0QXZDTHNKYWlJekJOUT09

Vladimir Batagelj is inviting you to a scheduled Zoom meeting.

Topic: EDA
Time: This is a recurring meeting Meet anytime

Join Zoom Meeting
https://us06web.zoom.us/j/96422044891?pwd=ckhjVzR0LzI0QXZDTHNKYWlJekJOUT09

Meeting ID: 964 2204 4891
Passcode: 288814

on the following days: April 4, 18:30, …

13. Exploratory Data Analysis (4 cr.)
Prerequisites: Two statistics courses at the graduate level, or consent of instructor.

Numerical and graphical techniques for summarizing and displaying data. Exploration versus confirmation. Connections with conventional statistical analysis and data mining. Applications to large data sets.

1. Tukey, J.W., 1977. Exploratory data analysis. (for historical context in this area)
2. Bock, H.H. and Diday, E. eds., 2012. Analysis of symbolic data: exploratory methods for extracting statistical information from complex data. Springer Science & Business Media.
3. Martinez, W.L., Martinez, A. and Solka, J., 2010. Exploratory data analysis with MATLAB. CRC Press.

• Slides and wiki pages
• Students
• Links
• Data sets