Linear models with Python

Linear models with Python

by Faraway, Julian James

Type Book
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"Like its widely praised, best-selling companion version, Linear Models with R, this book replaces R with Python to seamlessly give a coherent exposition of the practice of linear modeling. Linear Models with Python offers up-to-date insight on essential data analysis topics, from estimation, inference, and prediction to missing data, factorial models, and block designs. Numerous examples illustrate how to apply the different methods using Python. Linear Models with Python explains how to use l…

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Title Statements

  • Full title :Linear models with Python / Julian J. Faraway.

Summary

"Like its widely praised, best-selling companion version, Linear Models with R, this book replaces R with Python to seamlessly give a coherent exposition of the practice of linear modeling. Linear Models with Python offers up-to-date insight on essential data analysis topics, from estimation, inference, and prediction to missing data, factorial models, and block designs. Numerous examples illustrate how to apply the different methods using Python. Linear Models with Python explains how to use linear models in physical science, engineering, social science, and business applications. It is ideal as a textbook for linear models or linear regression courses"

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Edition Statements

  • Publication Date:2021
  • Edition:First edition

Publication Statements

  • Publisher(s):CRC Press, CRC Press
  • Place of Publication:Boca Raton
  • Language:eng
  • Publication Date:2021

Notes

Bibliography: Seite 291-294.

The Physical Object

  • Description:x, 298 Seiten : Diagramme

Edition Identifiers

  • ISBN:9781138483958, 1138483958
  • oclc:on1237705759
  • LC Classification:QA279
  • Dewey Decimal:519.50285/5133

Subjects

Linear models (Statistics) Python (Computer program language) Python (Langage de programmation)

Writers

Faraway, Julian James

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