Log In
Or create an account ->
Imperial Library
Home
About
News
Upload
Forum
Help
Login/SignUp
Index
Cover
Frontmatter
1. Introduction and Motivating Examples
1. Inferential Approaches
2. Frequentist Inference
3. Bayesian Inference
4. Hypothesis Testing and Variable Selection
2. Independent Data
5. Linear Models
6. General Regression Models
7. Binary Data Models
3. Dependent Data
8. Linear Models
9. General Regression Models
4. Nonparametric Modeling
10. Preliminaries for Nonparametric Regression
11. Spline and Kernel Methods
12. Nonparametric Regression with Multiple Predictors
5. Appendices
Differentiation of Matrix Expressions
Matrix Results
Some Linear Algebra
Probability Distributions and Generating Functions
Functions of Normal Random Variables
Some Results from Classical Statistics
Basic Large Sample Theory
Backmatter
← Prev
Back
Next →
← Prev
Back
Next →