Applied Statistical Designs for the Researcher

by Paulson; Daryl S.

• ISBN13: 9780824740856
• ISBN10: 0824740858
• Format: Hardcover
• Copyright: 2003-08-20
• Publisher: CRC Press

Summary

Showcasing a discussion of the experimental process and a review of basic statistics, this volume provides methodologies to identify general data distribution, skewness, and outliers. It features a unique classification of the nonparametric analogs of their parametric counterparts according to the strength of the collected data. Applied Statistical Designs for the Researcher discusses three varieties of the Student t test, including a comparison of two different groups with different variances; two groups with the same variance; and a matched, paired group. It introduces the analysis of variance and Latin Square designs and presents screening approaches to comparing two factors and their interactions.

Author Biography

Daryl S. Paulson is President and Chief Executive Officer, BioScience Laboratories, Inc., Bozeman, Montana.

Table of Contents

Series Introduction	p. iii
Preface	p. v
Research and Statistics	p. 1
Basic Review of Parametric Statistics	p. 21
Exploratory Data Analysis	p. 49
Two-Sample Tests	p. 81
Completely Randomized One-Factor Analysis of Variance	p. 123
One and Two Restrictions on Randomization	p. 185
Completely Randomized Two-Factor Factorial Designs	p. 243
Two-Factor Factorial Completely Randomized Blocked Designs	p. 309
Useful Small-Scale Pilot Designs: 2[superscript k] Designs	p. 347
Nested Statistical Designs	p. 393
Linear Regression	p. 433
Nonparametric Statistics	p. 519
Introduction to Research Synthesis and Meta-Analysis and Concluding Remarks	p. 607
Tables of Mathematical Values	p. 611
References	p. 687
Index	p. 691
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