x

Our Privacy Policy has changed. By using this site, you agree to the Privacy Policy.

Regression and Anova An Integrated Approach Using SAS Software

ISBN-10: 1580258905
ISBN-13: 9781580258906
Edition: 2002
List price: $74.95 Buy it from $57.94
This item qualifies for FREE shipping

*A minimum purchase of $35 is required. Shipping is provided via FedEx SmartPost® and FedEx Express Saver®. Average delivery time is 1 – 5 business days, but is not guaranteed in that timeframe. Also allow 1 - 2 days for processing. Free shipping is eligible only in the continental United States and excludes Hawaii, Alaska and Puerto Rico. FedEx service marks used by permission."Marketplace" orders are not eligible for free or discounted shipping.

30 day, 100% satisfaction guarantee

If an item you ordered from TextbookRush does not meet your expectations due to an error on our part, simply fill out a return request and then return it by mail within 30 days of ordering it for a full refund of item cost.

Learn more about our returns policy

New Starting from $69.61
what's this?
Rush Rewards U
Members Receive:
coins
coins
You have reached 400 XP and carrot coins. That is the daily max!
You could win $10,000

Get an entry for every item you buy, rent, or sell.

Study Briefs

Limited time offer: Get the first one free! (?)

All the information you need in one place! Each Study Brief is a summary of one specific subject; facts, figures, and explanations to help you learn faster.

Add to cart
Study Briefs
Calculus 1 Online content $4.95 $1.99
Add to cart
Study Briefs
SQL Online content $4.95 $1.99
Add to cart
Study Briefs
MS Excel® 2010 Online content $4.95 $1.99
Add to cart
Study Briefs
MS Word® 2010 Online content $4.95 $1.99

Customers also bought

Loading
Loading
Loading
Loading
Loading
Loading
Loading
Loading
Loading
Loading

Book details

List price: $74.95
Copyright year: 2002
Publisher: SAS Institute
Binding: Hardcover
Pages: 578
Size: 8.25" wide x 10.75" long x 1.25" tall
Weight: 3.344
Language: English

Preface
Examples and Limits of the GLM
Motivation
A Review of Basic Statistical Ideas
GLM Definition
GLM Examples
Student Goals
Homework Exercises
Statement of the Model, Estimation, and Testing
Motivation
Statement of the Model
Least Squares Assumptions
Discussion of Homogeneity
Gaussian Errors Assumption
Estimation of the GLM
Hypothesis Testing for the GLM
Homework Exercises
Some Distributions for the GLM
Motivation
A Full-Rank Basis for Less-than-Full-Rank Models
Definitions and Theorems
GLM Distributions
Definitions and Properties of Residuals
Homework Exercises
Multiple Regression: General Considerations
Motivation
Definitions of Basic Sums of Squares
The Nature of the Intercept
Models that Span but May Not Include an Intercept
Corrected SS
Intercept-Only Model
Null Model
Overall ANOVA Table for Multiple Regression
Usual ("Corrected") Overall Test for Regression
"Uncorrected" Overall Test for Regression
Strength of Association
Homework Exercises
Testing Hypotheses in Multiple Regression
Motivation
Choosing an Error Term
Review of GLH Concepts
Model Pools
Test Class 1: Overall
Test Class 2: Addition of One Variable
Test Class 3: Tests of the Intercept
Test Class 4: Addition of a Group of Variables
Test Class 5: GLH Tests
The Multiple Testing Issue
Interaction
Homework Exercises
Correlations
Motivation
Interpreting [rho superscript 2]
Correlation Formulas
Partial Correlation
Semipartial Correlation
Relating Semipartial Correlations to Standardized Regression Coefficients
Multiple Partial Correlation
Multiple Semipartial Correlation
Hypothesis Tests for Correlations
Relating Multiple Partials and Semipartials to Regression Coefficient Tests
Using Correlations to Interpret Added-in-Order Tests
Computing Partial Correlations
Some Useful Properties of Correlations
The Importance and Utility of Correlations
Homework Exercises
GLM Assumption Diagnostics
Motivation
The First Step: Get to Know Your Data
Residual Analysis
Outliers
Homework Exercises
GLM Computation Diagnostics
Motivation
Single Variable Problems and Solutions
Collinearity Definitions and Concepts
Matrices of Interest
Models Corresponding to Cross-Products Matrices
Eigenanalysis
R[superscript 2 subscript j], Tolerance and VIF
Detecting Numerical Inaccuracy
Treating Regression Problems
Homework Exercises
Polynomial Regression
Motivation
Polynomial Models of Most Interest
Examples
Lack-of-Fit Tests
Limitations of Natural Polynomials
Orthogonal Polynomials
Strategies for Accurate Computations with Polynomials
Strategy for Choosing a Model
Polynomial Interactions and Response Surfaces
Homework Exercises
Transformations
Motivation
General Principles
Power Transformation of the Response
Other Comments
Transformations of Predictors
Pitfalls
Homework Exercises
Selecting the Best Model
Motivation
Overview of Solution Strategies
Step 1: Specify the Maximum Model
Step 2: Specify a Criterion
Step 3: Specify a Strategy
Step 4: Conduct the Analysis
Step 5: Evaluate the Reliability
Overall Implementation
Homework Exercises
Coding Schemes for Regression
Motivation
Reference Cell Coding
Cell Mean Coding
Classical ANOVA Coding
Effect Coding
Polynomial Coding
The Essence Matrix
Comments on Coding Schemes
Relationships among Coding Schemes
Homework Exercises
One-Way ANOVA
Motivation
Specification of the Model
(Usual) Overall Test
Defining and Estimating Cell Means
Which Means Are Different?
Contrasts
Conducting Multiple Comparisons
Homework Exercises
Complete, Two-Way Factorial ANOVA
Motivation
Model Concepts
Coding Schemes
Generating Cell Means
Computing Estimates and Tests
Contrast Matrices for Marginal Means
Choosing and Interpreting Tests
Step-Down Tests
Missing Data
Homework Exercises
Special Cases of Two-Way ANOVA and Random Effects Basics
Motivation
Blocking Variables and Block Designs
Fixed Block Design
Introduction to Random Effects Models
The Classical Approach to a Random Block Design
Role of Nonindependence of Observations
Computations for Mixed Models
Review Comments
Homework Exercises
The Full Model in Every Cell (ANCOVA as a Special Case)
Motivation
Cell Mean Style Coding of Full Model
Properties of the Model
Testing Strategies
Implementing Strategy 1, Adjusted ANOVA
Implementing Strategy 2, GLM Testing
Models of Interest
Implementing Strategy 3: Backwards Groupwise
Difference Scores: A Special Case of ANCOVA
Other Contrasts of Interest in ANCOVA
Other Tests of Interest in the Full Model
Regression (Reference Cell) Style Coding
Effect Style Coding
Modeling a Baseline Covariate
Comparing Coding Schemes
Generalizations
Homework Exercises
Understanding and Computing Power for the GLM
Motivation
GLM Theory
Factors in Choosing a Design
Using Parameter Estimates in Power Analysis
Example Power Analysis
Reporting Power
Tables and Software
How Much To Do?
Benefits
Homework Exercises
Matrix Algebra for Linear Models
Basics
Matrix Properties and Decompositions
Principal Components (Basics)
Homework Exercises in Matrix Arithmetic
Homework Exercises for a Matrix Language
Statistical Tables
Study Guide for Linear Model Theory
Homework and Example Data
Introduction to SAS/IML
A Brief Manual for LINMOD
SAS/IML Power Program User's Guide
Regression Model Selection Data
References
Index

×
Free shipping on orders over $35*

*A minimum purchase of $35 is required. Shipping is provided via FedEx SmartPost® and FedEx Express Saver®. Average delivery time is 1 – 5 business days, but is not guaranteed in that timeframe. Also allow 1 - 2 days for processing. Free shipping is eligible only in the continental United States and excludes Hawaii, Alaska and Puerto Rico. FedEx service marks used by permission."Marketplace" orders are not eligible for free or discounted shipping.

Learn more about the TextbookRush Marketplace.

×