All chapters include practical exercises that highlight applications in different multivariate data analysis fields. ultrafiltration in decompensated heart failure with. 3.17 Other Types of Regression Analysis 124 3.18 Multivariate Regression 124 3.19 Summary 128 3.20 Exercises 129 4. on statistics courses and at applied researchers dealing with multivariate data. Gives readers the knowledge necessary to make proper interpretations and select appropriate techniques for analyzing multivariate data. 594 p. 23.5 cm. Two-Group Multivariate Analysis of Variance 142 4.1 Introduction 142 4.2 Four Statistical Reasons for Preferring a Multivariate Analysis 143 4.3 The Multivariate Test Statistic as a Generalization of the Univariate t Test 144 For courses in Multivariate Statistics, Marketing Research, Intermediate Business Statistics, Statistics in Education, and graduate-level courses in Experimental Design and Statistics. 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