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Beschreibung
Focuses on detailed instruction in a single statistical technique, simple linear regression (SLR), with the goal of gaining tools, understanding, and intuition that can be applied to other contexts.
Focuses on detailed instruction in a single statistical technique, simple linear regression (SLR), with the goal of gaining tools, understanding, and intuition that can be applied to other contexts.
Über den Autor
M. D. Edge is a Postdoctoral Researcher in the Department of Evolution and Ecology at the University of California, Davis. Starting in 2020, he will be an Assistant Professor of Biological Sciences in the Quantitative and Computational Biology section at the University of Southern California.
Inhaltsverzeichnis
  • Dedication

  • Acknowledgments

  • Prelude

  • 1: Encountering Data

  • 2: R and Exploratory Data Analysis

  • 3: The Line of Best Fit

  • 4: Probability and Random Variables

  • 5: Properties of Random Variables

  • Interlude

  • 6: Properties of Point Estimators

  • 7: Interval Estimation and Inference

  • 8: Semiparametric Estimation and Inference

  • 9: Parametric Estimation and Inference

  • 10: Bayesian Estimation and Inference

  • Postlude: Models and Data

  • Appendix A: A Tour of Calculus

  • Appendix B: More R Details

  • Appendix C: Answers to Exercises

  • Table of mathematical notation

  • Glossary

  • Bibliography

  • Index

Details
Erscheinungsjahr: 2019
Genre: Importe, Technik allg.
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9780198827634
ISBN-10: 0198827636
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Edge
Hersteller: Oxford University Press (UK)
Verantwortliche Person für die EU: Deutsche Bibelgesellschaft, Postfach:81 03 40, D-70567 Stuttgart, vertrieb@dbg.de
Maße: 246 x 191 x 20 mm
Von/Mit: Edge
Erscheinungsdatum: 07.08.2019
Gewicht: 0,712 kg
Artikel-ID: 116823684

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