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Syllabus:

Statistics B: Programming and Modelling, 15 credits

Swedish name: Statistik B: Programmering och modellering
This syllabus is valid: 2021-03-08 valid to 2024-05-12 (newer version of the syllabus exists)
Course code: 2ST058
Credit points: 15
Education level: First cycle
Main Field of Study and progress level: Statistics: First cycle, has less than 60 credits in first-cycle course/s as entry requirements
Grading scale: Pass with distinction, Pass, Fail
Responsible department: Department of Statistics
Revised by: Rector of Umeå School of Business and Economics, 2021-03-04

Literature

Valid from: 2021 week 10

Mathematical statistics with applications
Wackerly Dennis D., Mendenhall William, Scheaffer Richard L.
7. ed. : Southbank : Thomson Learning : 2008 : xxii, 912 s. :
ISBN: 9780495385080
Mandatory
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Faraway Julian James.
Extending the linear model with R : generalized linear, mixed effects and nonparametric regression models
Second edition. : Boca Raton : CRC Press, Taylor & Francis Group : [2016] : xiii, 399 pages :
ISBN: 978-1-4987-2096-0
Mandatory
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Vittinghoff Eric.
Regression methods in biostatistics : linear, logistic, survival, and repeated measures models
New York : Springer : c2005. : xv, 340 p. :
Table of Contents / Abstracts
ISBN: 0-387-27255-0
Mandatory
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An Introduction to Statistical Learning : with Applications in R
James Gareth., Witten Daniela., Hastie Trevor., Tibshirani Robert.
New York, NY : Springer New York : 2013. : xiv, 426 p. 150 ill., 146 ill. in color. :
ISBN: 9781461471370
Mandatory
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