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Applied Multivariate Data Analysis: Volume 1: Regression and Experimental Design (Springer Texts in Statistics)
 
 
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Applied Multivariate Data Analysis: Volume 1: Regression and Experimental Design (Springer Texts in Statistics) (Hardcover)

by J. D. Jobson (Author) "As outlined in Chapter 1 the techniques of statistical inference usually require that assumptions be made regarding the sample data..." (more)
Key Phrases: test marketing data, effect coding approach, slope shifters, New York, Univariate Data Analysis, Data Appendix (more...)
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Applied Multivariate Data Analysis: Volume 1: Regression and Experimental Design (Springer Texts in Statistics) + Applied Multivariate Data Analysis: Volume II: Categorical and Multivariate Methods (Springer Texts in Statistics) + Principal Component Analysis
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Editorial Reviews

Review
"On the whole, this volume is an excellent compendium on the subject of statistics to serve as a textbook for a number of courses." (Zentralblatt fuer Mathematik)

Product Description
An easy to read survey of data analysis, linear regression models and analysis of variance. The extensive development of the linear model includes the use of the linear model approach to analysis of variance provides a strong link to statistical software packages, and is complemented by a thorough overview of theory. It is assumed that the reader has the background equivalent to an introductory book in statistical inference. Can be read easily by those who have had brief exposure to calculus and linear algebra. Intended for first year graduate students in business, social and the biological sciences. Provides the student with the necessary statistics background for a course in research methodology. In addition, undergraduate statistics majors will find this text useful as a survey of linear models and their applications.

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Inside This Book (learn more)
First Sentence:
As outlined in Chapter 1 the techniques of statistical inference usually require that assumptions be made regarding the sample data. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
test marketing data, effect coding approach, slope shifters, grafted quadratics, qualitative explanatory variables, effect coding variables, quantitative random variables, domestic intercept, twelve explanatory variables, foreign intercept, univariate data analysis, financial accounting example, family expenditure data, added variable plot, shifter variables, normal goodness, large experimental units, gasoline brands, fractional replication, homogeneous experimental units, partial residual plot, influential subsets, applied multivariate data analysis, financial accounting data, biased regression
Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Univariate Data Analysis, Data Appendix, Intercept Foreign, Joint Distributions, Some Three-way Analysis of Variance Models, Squares Mean Square, Additional Topics, Journal of the American Statistical Association, Second Edition, United States, Characteristics of Sample Distributions, Chev Camaro, Incomplete Blocks, Monte Carlo, Multifactor Factorials, Pontiac Sunbird, Summary of Group Parameters, American Statistician, Porsche Carrera, Squares Square, Annals of Mathematical Statistics, Appendix Table, Buick Regal, Chev Celebrity
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