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Fundamentals of Exploratory Analysis of Variance
The analysis of variance is presented as an exploratory component of data analysis, while retaining the customary least squares fitting methods. Balanced data layouts are used to reveal key ideas and techniques for exploration. The approach emphasizes both the individual observations and the separate parts that the analysis produces. Most chapters include exercises and the appendices give selected percentage points of the Gaussian, t, F chi-squared and studentized range distributions.
Understanding Robust and Exploratory Data Analysis
Originally published in hardcover in 1982, this book is now offered in a Wiley Classics Library edition. A contributed volume, edited by some of the preeminent statisticians of the 20th century, Understanding of Robust and Exploratory Data Analysis explains why and how to use exploratory data analysis and robust and resistant methods in statistical practice.
Research in Progress
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Volume 16: How to Detect and Handle Outliers
Outliers are the key focus of this book. The authors concentrate on the practical aspects of dealing with outliers in the forms of data that arise most often in applications: single and multiple samples, linear regression, and factorial experiments. Available only as an E-Book.
Research in Progress
Vols. for 1977- consist of two parts: Chemistry, biological sciences, engineering sciences, metallurgy and materials science (issued in the spring); and Physics, electronics, mathematics, geosciences (issued in the fall).
Perspectives on Contemporary Statistics
This book is a must for anyone who teaches statistics, particularly those who teach beginning statistics - mathematicians, social scientists, engineers - as well as graduate students and others new to the field. The authors focus on topics central to the teaching of statistics for beginners, and other expositions that are guided by the current state of statistical research and practice. Statistical practice has changed radically during the past generation under the impact of ever cheaper and more accessible computing power. Beginning instruction has lagged behind the evolution of the field. Software now enables students to shortcut unpleasant calculations, but this is only the most obvious c...
Econometrics and Data Analysis for Developing Countries
Getting accurate data on less developed countries has created great problems for studying these areas. Yet until recently students of development economics have relied on standard econometrics texts, which assume a Western context. Econometrics and Data Analysis for Developing Countries solves this problem. It will be essential reading for all advanced students of development economics.
The Neurotransmitter Revolution
Extraordinary advances in neurochemistry are both transforming our understanding of human nature and creating an urgent problem. Much is now known about the ways that neurotransmitters influence normal social behavior, mental illness, and deviance. What are these discoveries about the workings of the human brain? How can they best be integrated into our legal system? These explosive issues are best understood by focusing on a single neurotransmitter like serotonin, which is associated with such diverse behaviors as dominance and leadership, seasonal depression, suicide, alcoholism, impulsive homicide, and arson. This book brings together revised papers from a conference on this theme organiz...
