Statistical Learning from a Regression PerspectiveRichard A. Berk 出版:2008年9月 1 作为回归问题的统计学习 . . . . . . . . . . . . . . 1 2 回归插值与回归平滑 . . . . . . . . . . . . . 49 3 分类与回归树 (CART) . . . . . . . . . . . . . . . 1...
contents 1.Difference Equations 2.Lag Operators 3.Stationary ARMA Processes 4.Forecasting 5.Maximum Likeihood 6.Spectral Analysis 7.Asymptotic Distribution Theory 8.Linear Regression Models 9.Linear Systems of Simultaneous Equations 10.Cov...
目录 1、差分方程 2、滞后算子 3、平稳ARMA过程 4、预测 5、最大似然估计 6、谱分析 7、渐近分布理论 8、线性回归模型 9、线性联立方程系统 10、协方差-平稳向量过程 11、向量自回归 12、贝叶斯分析 13、卡尔曼滤子 14、广义矩方法 15、非平稳时间序列模型 1...
Contents Chapter 1 Introduction to R Chapter 2 Programming in R Chapter 3 From Data to Graphics Chapter 4 Customizing graphics Chapter 5 Factor Analysis: Around Principal Component Analysis(PCA) Chapter 6 Clustering Chapter 7 Probability D...
Imagine that you are hired by your state government to evaluate the eftectiveness of a publicly funded job training program．Suppose this program teaches workers various ways to use computers in the manufacturing process．The twentyweek pr...
Preface Dedication I Methodology 1 The omni-presence of latent variables 1.1 Introduction 1.2 True variable measured with error 1.3 Hypothetical constructs 1.4 Unobserved heterogeneity 1.5 Missing values and counterfactuals 1.6 Latent resp...
本书目录如下： Preface xiii Contributors xv Ch. 1. Statistical Methods and Challenges in Epidemiology and Biomedical Research 1 Ross L. Prentice 1. Introduction 1 2. Characterizing the study cohort 3 3. Observational study methods and chal...
本书内容如下为例： 1. Introduction The exponential distribution is a basic physical model in reliability theory and survival analysis. The properties of the exponential model have been studied widely in the statistical literature. For a su...
Part I 1 1 What Is Econometrics? 3 1.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.2 A Brief History . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.3 Critiques o...
本书目录如下： Preface v References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii 1 Recurrence Relations 1 1.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.2 Binomial Coefficients . . . . . . . ....
