Applied Statistical Designs for the Researcher (Chapman & Hall/crc Biostatistics Series)

Paulson, Daryl S.

CRC Press（2019/09発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 712 p.
• 言語 ENG
• 商品コード 9780367395063
• DDC分類 519.57

Full Description

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.

Contents

Research and Statistics Basic Review of Parametric Statistics Exploratory Data Analysis Two Sample Tests Completely Randomized One-Factor Analysis of Variance One and Two Restrictions on Randomization Completely Randomized Two-Factor Factorial Designs Two-Factor Factorial Completely Randomized Blocked Designs Useful Small Scale Pilot Designs Nested Statistical Designs Linear Regression Nonparametric Statistics Introduction to Research Synthesis and Meta-Analysis and Conclusory Remarks References Index.