• Buy a copy
• Computer code
• Data sets
• Errata
• Additional Exercise problems
• Files for Slides of this book

Computer Code

A. Link for Creating Word Cloud in Chapter 1

https://wordart.com/create

B. Some Computer Code for Chapter 3

• R-Package for scaled LASSO written by Tingni Sun

C. Some Computer Code for Chapter 8

• R-Package for SIS written by Jianqing Fan, Yang Feng, Diego Franco Saldana, Richard Samworth, Yichao Wu
• R Package VariableScreening for High-Dimensional Screening for Semiparametric Longitudinal Regression written by Runze Li, Liying Huang and John Dziak

Data Sets

A. Data sets for Chapter 2

• Hong Kong Environment Data Set [Data] [Data Description]
• Macroeconomic Time Series Data Set [Monthly Macroeconomics Data] [Source and Details]
  [Transformed Macroeconomics Data] [Details of transformation and Meanings of variables]
• Zillow House Price Data [Training Data] [Testing Data] [Source and Details]

B. Data sets for Chapter 3

• Macroeconomic Time Series Data Set [Monthly Macroeconomics Data] [Source and Details]
  [Transformed Macroeconomics Data] [Details of transformation and Meanings of variables]
• Zillow House Price Data [Training Data] [Testing Data] [Source and Details]

C. Data sets for Chapter 5

• Mammographic Mass Data Used in Section 5.6 [Data] [Data Description]

D. Data sets for Chapter 6

E. Data sets for Chapter 7

• European American SNP Data Used in Section 8.2.5 [SNPs] [Response] [Data Description]

F. Data sets for Chapter 8

• Market Data Used in Section 8.8 [Data] [Data Description]
• The Cardiomyopathy Microarray Data Used in Exercise 8.8 [Data] [Gene names] [Data Description]
• The Rat Eye Expression Data Used in Exercise 8.9 [Data] [Data Description]

G. Data sets for Chapter 9

• Mice Protein Expression Data Used in Exercise 9.16 [Data & Description] [Cleaned Version]

H. Data sets for Chapter 10

• Macroeconomic Time Series Data Set [Monthly Macroeconomics Data] [Source and Details]
  [Transformed Macroeconomics Data] [Details of transformation and Meanings of variables]

I. Data sets for Chapter 11

• Macroeconomic Time Series Data Used in Exercise 11.3 [Data & Description]

J. Data sets for Chapter 12

• Email Spam Data Used in Exercise 12.18 [Data & Description]
• Zillow House Price Data Used in Exercise 12.19 [Training Data] [Testing Data] [Source and Details]
• Mice Protein Expression Data Used in Exercise 12.20 [Data & Description]

K. Data sets for Chapter 13

• Mice Protein Expression Data Used in Exercise 13.2 [Data & Description]

L. Data sets for Chapter 14

Additional Exercise Problems

Unavailable Now

Files of Slides of This Book

Unavailable Now