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Statistical thinking from scratch : a primer for scientists

Author: Douglas Edge
Publisher: Oxford, United Kingdom Oxford University Press 2019
Edition/Format:   Print book : English
Summary:

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.

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Document Type: Book
All Authors / Contributors: Douglas Edge
ISBN: 9780198827634 0198827636 9780198827627 0198827628
OCLC Number: 1107870936
Description: xii, 305 Seiten : Abbildungen
Contents: DedicationAcknowledgmentsPrelude1: Encountering Data2: R and Exploratory Data Analysis3: The Line of Best Fit4: Probability and Random Variables5: Properties of Random VariablesInterlude6: Properties of Point Estimators7: Interval Estimation and Inference8: Semiparametric Estimation and Inference9: Parametric Estimation and Inference10: Bayesian Estimation and InferencePostlude: Models and DataAppendix A: A Tour of CalculusAppendix B: More R DetailsAppendix C: Answers to ExercisesTable of mathematical notationGlossaryBibliographyIndex
Responsibility: M.D. Edge.

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Statistical Thinking from Scratch: A Primer for Scientists, a new book by M.D. Edge, a population geneticist, fills a unique niche in this landscape, sitting between the inference-focused material Read more...

 
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