Regression- Linera Models in Statisics by N.H. Bingham John M. Fry
regression是统计分析的基本模型,linear model是最常用最直观的模型。本书详细介绍了linear model的原理及应用,是统计学入门的好帮手。
Contents:
1. Linear Regression
2. The Analysis of Variance(ANOVA)
3. Multiple Regression
4. Further Multilinear Regression
5. Adding additional covariates and the analysis of covariance
6. Linear Hypotheses
7. Model checking and Transformation of Data
8. Generalized Linear Models
9. Other topics
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