Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
Routledge (Verlag)
978-1-138-01238-7 (ISBN)
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An introductory knowledge of statistics is required. Self-standing chapters minimize the need for researchers to refer to previous chapters.
Jacob Cohen (Author) , Patricia Cohen (Author) , Stephen G. West (Author) , Leona S. Aiken (Author)
Contents: Preface. Introduction. Bivariate Correlation and Regression. Multiple Regression/Correlation With Two or More Independent Variables. Data Visualization, Exploration, and Assumption Checking: Diagnosing and Solving Regression Problems I. Data-Analytic Strategies Using Multiple Regression/Correlation. Quantitative Scales, Curvilinear Relationships, and Transformations. Interactions Among Continuous Variables. Categorical or Nominal Independent Variables. Interactions With Categorical Variables. Outliers and Multicollinearity: Diagnosing and Solving Regression Problems II. Missing Data. Multiple Regression/Correlation and Causal Models. Alternative Regression Models: Logistic, Poisson Regression, and the Generalized Linear Model. Random Coefficient Regression and Multilevel Models. Longitudinal Regression Methods. Multiple Dependent Variables: Set Correlation. Appendices: The Mathematical Basis for Multiple Regression/Correlation and Identification of the Inverse Matrix Elements. Determination of the Inverse Matrix and Applications Thereof.
Erscheint lt. Verlag | 15.8.2014 |
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Verlagsort | London |
Sprache | englisch |
Maße | 178 x 254 mm |
Themenwelt | Geschichte ► Allgemeine Geschichte ► Neuzeit (bis 1918) |
Geisteswissenschaften ► Geschichte ► Regional- / Ländergeschichte | |
Geisteswissenschaften ► Psychologie ► Allgemeine Psychologie | |
Mathematik / Informatik ► Mathematik | |
Sozialwissenschaften ► Politik / Verwaltung ► Politische Systeme | |
Sozialwissenschaften ► Politik / Verwaltung ► Politische Theorie | |
ISBN-10 | 1-138-01238-6 / 1138012386 |
ISBN-13 | 978-1-138-01238-7 / 9781138012387 |
Zustand | Neuware |
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