{"product_id":"analysis-of-variance-design-and-regression","title":"Analysis of Variance, Design, and Regression","description":"\u003cp\u003e\u003cstrong\u003eAnalysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition\u003c\/strong\u003e 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. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eNew to the Second Edition\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e \u003cbr\u003e\u003cbr\u003e\u003cli\u003eReorganized to focus on unbalanced data\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cli\u003eReworked balanced analyses using methods for unbalanced data\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cli\u003eIntroductions to nonparametric and lasso regression\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cli\u003eIntroductions to general additive and generalized additive models\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cli\u003eExamination of homologous factors\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cli\u003eUnbalanced split plot analyses\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cli\u003eExtensions to generalized linear models\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e\u003cli\u003eR, Minitab®, and SAS code on the author’s website\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe text can be used in a variety of courses, including a yearlong graduate course on regression and ANOVA or a data analysis course for upper-division statistics students and graduate students from other fields. It places a strong emphasis on interpreting the range of computer output encountered when dealing with unbalanced data. \u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45589875458286,"sku":"9780367737405","price":82.44,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/files\/9780367737405_9639afff-4b35-4c9a-9148-668f2d782cba.jpg?v=1721227817","url":"https:\/\/bookland.com.au\/products\/analysis-of-variance-design-and-regression","provider":"Book Land AU","version":"1.0","type":"link"}