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Primer of applied regression & analysis of variance / Stanton A. Glantz, Bryan K. Slinker, Torsten B. Neilands.
- Format:
- Book
- Author/Creator:
- Glantz, Stanton A., author.
- Slinker, Bryan K., author.
- Neilands, Torsten B., author.
- Language:
- English
- Subjects (All):
- Biometry.
- Regression analysis.
- Analysis of variance.
- Biometry--methods.
- Regression Analysis.
- Analysis of Variance.
- Data Interpretation, Statistical.
- Medical Subjects:
- Biometry--methods.
- Regression Analysis.
- Analysis of Variance.
- Data Interpretation, Statistical.
- Physical Description:
- xxvii, 1183 pages ; 25 cm
- Edition:
- Third edition.
- Other Title:
- Primer of applied regression and analysis of variance
- Place of Publication:
- New York : McGraw-Hill Education, [2016]
- Contents:
- Why do multivariate analysis?
- The first step : understanding simple linear regression
- Regression with two or more independent variables
- Do the data fit the assumptions?
- Multicollinearity and what to do about it
- Selecting the "best" regression model
- Missing data
- One-way analysis of variance
- Two-way analysis of variance
- Repeated measures
- Mixing continuous and categorical variables : analysis of covariance
- Regression with a qualitative dependent variable : logistic regression
- Regression modeling of time-to-event data : survival analysis
- Nonlinear regression.
- Notes:
- Includes bibliographical references and index.
- ISBN:
- 9780071824118
- 0071824111
- OCLC:
- 919860754
- Publisher Number:
- 99972038631
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