Analysis of Variance, Design, and Regression: L, Christensen Paperback..

Analysis of Variance, Design, and RegressionLinear Modeling for Unbalanced Data, Second Edition\nAuthor(s): Ronald Christensen\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Chapman & Hall/CRC\nISBN-13: 9780367737405, 978-0367737405\nSynopsis\nAnalysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition presents linear structures for modeling data with an emphasis on how to incorporate specific ideas (hypotheses) about the structure of the data into a linear model for the data. The book carefully analyzes small data sets by using tools that are easily scaled to big data. The tools also apply to small relevant data sets that are extracted from big data. \n\nNew to the Second Edition\n\nReorganized to focus on unbalanced data\n\nReworked balanced analyses using methods for unbalanced data\n\nIntroductions to nonparametric and lasso regression\n\nIntroductions to general additive and generalized additive models\.