Applied Linear Regression for Business Analytics with R A Practical Guide to Data Science with Case Studies /

Applied Linear Regression for Business Analytics with R A Practical Guide to Data Science with Case Studies /

Sonraí bibleagrafaíochta
Príomhchruthaitheoir: McGibney, Daniel P. (Údar)
Údar corparáideach: SpringerLink (Online service)
Achoimre:XVII, 276 p. 86 illus., 53 illus. in color.
text
Teanga:Béarla
Foilsithe / Cruthaithe: Cham : Springer International Publishing : Imprint: Springer, 2023.
Eagrán:1st ed. 2023.
Sraith:International Series in Operations Research & Management Science, 337
Ábhair:
Operations research.
Regression analysis.
Business information services.
Business > Data processing.
Mathematical statistics > Data processing.
Operations Research and Decision Theory.
Linear Models and Regression.
IT in Business.
Business Analytics.
Statistics and Computing.
Rochtain ar líne:https://doi.org/10.1007/978-3-031-21480-6
Formáid: Leictreonach LEABHAR
Clár na nÁbhar:
  • 1. Introduction
  • 2. Basic Statistics and Functions using R
  • 3. Regression Fundamentals
  • 4. Simple Linear Regression
  • 5. Multiple Regression
  • 6. Estimation Intervals and Analysis of Variance
  • 7. Predictor Variable Transformations
  • 8. Model Diagnostics
  • 9. Variable Selection.

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