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Advanced Linear Modeling
Ronald Christensen
其他書名
Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization
出版Springer Science & Business Media, 2001-06-26
主題Mathematics / Counting & NumerationMathematics / Probability & Statistics / GeneralMathematics / Probability & Statistics / Multivariate AnalysisMathematics / Probability & Statistics / Stochastic ProcessesMathematics / Numerical Analysis
ISBN03879529699780387952963
URLhttp://books.google.com.hk/books?id=MJDokmXrhf0C&hl=&source=gbs_api
EBookSAMPLE
註釋This book introduces several topics related to linear model theory: multivariate linear models, discriminant analysis, principal components, factor analysis, time series in both the frequency and time domains, and spatial data analysis. The second edition adds new material on nonparametric regression, response surface maximization, and longitudinal models. The book provides a unified approach to these disparate subject and serves as a self-contained companion volume to the author's Plane Answers to Complex Questions: The Theory of Linear Models. Ronald Christensen is Professor of Statistics at the University of New Mexico. He is well known for his work on the theory and application of linear models having linear structure. He is the author of numerous technical articles and several books and he is a Fellow of the American Statistical Association and the Institute of Mathematical Statistics. Also Available: Christensen, Ronald. Plane Answers to Complex Questions: The Theory of Linear Models, Second Edition (1996). New York: Springer-Verlag New York, Inc. Christensen, Ronald. Log-Linear Models and Logistic Regression, Second Edition (1997). New York: Springer-Verlag New York, Inc.