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Applied statistics : analysis of variance and regression

Author: Olive Jean Dunn; Virginia Clark
Publisher: New York : Wiley, ©1987.
Series: Wiley series in probability and mathematical statistics., Applied probability and statistics.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:

This self-contained, comprehensive treatment of variance and regression analysis, is suitable for students and researchers who may not have a calculus background.

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Genre/Form: Einführung
Additional Physical Format: Online version:
Dunn, Olive Jean.
Applied statistics.
New York : Wiley, ©1987
(OCoLC)626042680
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Olive Jean Dunn; Virginia Clark
ISBN: 0471812692 9780471812692
OCLC Number: 14357770
Description: xii, 445 pages ; 24 cm.
Contents: Data Screening --
Variables and Their Classification --
Describing the Data --
Errors in the Data --
Descriptive Statistics --
Graphical Summarization --
Departures from Assumptions --
The Normal Distribution --
The Normality Assumption --
Transformations --
Independence --
One-Way Analysis of Variance Design --
One-Way Analysis of Variance with Fixed Effects --
The One-Way Analysis of Variance Model with Fixed Effects --
Null Hypothesis: Test for Equality of Population Means --
Estimation of Model Terms --
Breakdown of the Basic Sum of Squares --
Analysis of Variance Table --
The F Test --
Analysis of Variance with Unequal Sample Sizes --
One-Way Analysis of Variance with Random Effects --
Data Example --
The One-Way Analysis of Variance Model with Random Effects --
Null Hypothesis: Test for Zero Variance of Population Means --
Estimation of Model Terms --
The F Test --
Designing an Observational Study or Experiment --
Randomization for Experimental Studies --
Sample Size and Power --
Checking if the Data Fit the One-Way ANOVA Model --
Normality --
Equality of Population Variances --
Independence --
Robustness --
Missing Data --
What to Do if the Data Do Not Fit the Model --
Making Transformations --
Using Nonparametric Methods --
Using Alternative ANOVAs --
Presentation and Interpretation of Results --
Estimation and Simultaneous Inference --
Estimation for Single Population Means --
Parameter Estimation --
Confidence Intervals --
Estimation for Linear Combinations of Population Means --
Differences of Two Population Means.
Series Title: Wiley series in probability and mathematical statistics., Applied probability and statistics.
Responsibility: Olive Jean Dunn & Virginia A. Clark.
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