Statistics for Research

ISBN-10: 047126735X
ISBN-13: 9780471267355
Edition: 3rd 2004 (Revised)
List price: $182.00 Buy it from $41.65
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Description: Learn how to select the proper statistical procedure and interpret results. A must for those who need a self-teaching text in statistical methods. The Third Edition of this bestselling text brings the methodology up to date in a very practical and  More...

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Book details

List price: $182.00
Edition: 3rd
Copyright year: 2004
Publisher: John Wiley & Sons, Incorporated
Publication date: 2/11/2004
Binding: Hardcover
Pages: 640
Size: 6.50" wide x 9.75" long x 1.50" tall
Weight: 2.288
Language: English

Learn how to select the proper statistical procedure and interpret results. A must for those who need a self-teaching text in statistical methods. The Third Edition of this bestselling text brings the methodology up to date in a very practical and accessible way and reflects how the changes in the computing environment have transformed the way statistical analyses are performed today. The authors have made several important and timely revisions, including: Additional material on probability New sections on odds ratios, ratio and difference estimations, repeated measure analysis, and logistic regression Printouts of computer analyses on all complex procedures An accompanying Website illustrating how to use SAS and JMP for all procedures

Preface to the Third Edition
Preface to the Second Edition
Preface to the First Edition
The Role of Statistics
The Basic Statistical Procedure
The Scientific Method
Experimental Data and Survey Data
Computer Usage
Review Exercises
Selected Readings
Populations, Samples, and Probability Distributions
Populations and Samples
Random Sampling
Levels of Measurement
Random Variables and Probability Distributions
Expected Value and Variance of a Probability Distribution
Review Exercises
Selected Readings
Binomial Distributions
The Nature of Binomial Distributions
Testing Hypotheses
Estimation
Nonparametric Statistics: Median Test
Review Exercises
Selected Readings
Poisson Distributions
The Nature of Poisson Distributions
Testing Hypotheses
Estimation
Poisson Distributions and Binomial Distributions
Review Exercises
Selected Readings
Chi-Square Distributions
The Nature of Chi-Square Distributions
Goodness-of-Fit Tests
Contingency Table Analysis
Relative Risks and Odds Ratios
Nonparametric Statistics: Median Test for Several Samples
Review Exercises
Selected Readings
Sampling Distribution of Averages
Population Mean and Sample Average
Population Variance and Sample Variance
The Mean and Variance of the Sampling Distribution of Averages
Sampling Without Replacement
Review Exercises
Normal Distributions
The Standard Normal Distribution
Inference From a Single Observation
The Central Limit Theorem
Inferences About a Population Mean and Variance
Using a Normal Distribution to Approximate Other Distributions
Nonparametric Statistics: A Test Based on Ranks
Review Exercises
Selected Readings
Student's t Distribution
The Nature of t Distributions
Inference About a Single Mean
Inference About Two Means
Inference About Two Variances
Nonparametric Statistics: Matched-Pair and Two-Sample Rank Tests
Review Exercises
Selected Readings
Distributions of Two Variables
Simple Linear Regression
Model Testing
Inferences Related to Regression
Correlation
Nonparametric Statistics: Rank Correlation
Computer Usage
Estimating Only One Linear Trend Parameter
Review Exercises
Selected Readings
Techniques for One-way Analysis of Variance
The Additive Model
One-Way Analysis-of-Variance Procedure
Multiple-Comparison Procedures
One-Degree-of-Freedom Comparisons
Estimation
Bonferroni Procedures
Nonparametric Statistics: Kruskal-Wallis ANOVA for Ranks
Review Exercises
Selected Readings
The Analysis-of-Variance Model
Random Effects and Fixed Effects
Testing the Assumptions for ANOVA
Transformations
Review Exercises
Selected Readings
Other Analysis-of-Variance Designs
Nested Design
Randomized Complete Block Design
Latin Square Design
a x b Factorial Design
a x b x c Factorial Design
Split-Plot Design
Split Plot with Repeated Measures
Review Exercises
Selected Readings
Analysis of Covariance
Combining Regression with ANOVA
One-Way Analysis of Covariance
Testing the Assumptions for Analysis of Covariance
Multiple-Comparison Procedures
Review Exercises
Selected Readings
Multiple Regression and Correlation
Matrix Procedures
ANOVA Procedures for Multiple Regression and Correlation
Inferences About Effects of Independent Variables
Computer Usage
Model Fitting
Logarithmic Transformations
Polynomial Regression
Logistic Regression
Review Exercises
Selected Readings
Appendix of Useful Tables
Answers to Most Odd-Numbered Exercises and All Review Exercises
Index

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