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Item Details
| Title:
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ANALYSIS OF VARIANCE, DESIGN, AND REGRESSION
LINEAR MODELING FOR UNBALANCED DATA, SECOND EDITION |
| By: |
Ronald Christensen |
| Format: |
Electronic book text |
| List price:
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£63.99 |
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We believe that this item is permanently unavailable, and so we cannot source
it.
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| ISBN 10: |
1498730191 |
| ISBN 13: |
9781498730198 |
| Publisher: |
TAYLOR & FRANCIS INC |
| Pub. date: |
5 January, 2016 |
| Edition: |
2nd Revised edition |
| Series: |
Chapman & Hall/CRC Texts in Statistical Science |
| Pages: |
610 |
| Description: |
This text includes what graduate students should know about applied statistics before taking courses in linear model theory or log-linear models. It can be used for courses in analysis of variance, experimental design, or regression analysis. |
| Synopsis: |
Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition presents linear structures for modeling data with an emphasis on how to incorporate specific ideas (hypotheses) about the structure of the data into a linear model for the data. The book carefully analyzes small data sets by using tools that are easily scaled to big data. The tools also apply to small relevant data sets that are extracted from big data. New to the Second EditionReorganized to focus on unbalanced dataReworked balanced analyses using methods for unbalanced dataIntroductions to nonparametric and lasso regressionIntroductions to general additive and generalized additive modelsExamination of homologous factorsUnbalanced split plot analysesExtensions to generalized linear modelsR, Minitab (R), and SAS code on the author's websiteThe text can be used in a variety of courses, including a yearlong graduate course on regression and ANOVA or a data analysis course for upper-division statistics students and graduate students from other fields. It places a strong emphasis on interpreting the range of computer output encountered when dealing with unbalanced data. |
| Illustrations: |
404 Tables, black and white; 135 Illustrations, black and white |
| Publication: |
US |
| Imprint: |
Chapman & Hall/CRC |
| Returns: |
Non-returnable |
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Ramadan and Eid al-Fitr
A celebratory, inclusive and educational exploration of Ramadan and Eid al-Fitr for both children that celebrate and children who want to understand and appreciate their peers who do.
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