Ay 117 - Statistics and Data Analysis in Astronomy

Institution:

California Institute of Technology

Subject:

Astrophysics

Description:

In modern astronomy, vast quantities of data are often available to researchers. The challenge is converting this information into meaningful knowledge about the universe. The primary focus of this course is the development of a broad and general tool set that can be applied to the student’s own research. We will use case studies from the astrophysical literature as our guide as we learn about common pitfalls, explore strategies for data analysis, understand how to select the best model for the task at hand, and learn the importance of properly quantifying and reporting the level of confidence in one’s conclusions. We will have weekly homework assignments, much of which will be done in class in a collaborative work environment. Instructor: Johnson.

Credits:

9.00

Credit Hours:

Prerequisites:

CS 1 and instructors permission.

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.caltech.edu

Phone Number:

(626) 395-6811

Regional Accreditation:

Western Association of Schools and Colleges

Calendar System:

Quarter

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