We present a systematic literature review of the emerging field of visual learning analytics.
We review existing work in this field from two perspectives: First, we analyze existing …

To the Editor—For at least 77 years, the limitations of null-hypothesis significance testing
(NHST) have been discussed, without agreement on a suitable alternative 1, 2. Estimation …

Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …

In the information age, the ability to read and construct data visualizations becomes as
important as the ability to read and write text. However, while standard definitions and …

Graphs have been an essential tool for the analysis and communication of statistical data for
about 200 years. Despite widespread use and their importance in science, business, and …

In textbooks and courses in statistics, substantive and measurement issues are rarely, if at
all, considered. Similarly, textbooks and courses in measurement virtually ignore design and …

Data on water quality and other environmental issues are being collected at an ever-
increasing rate. In the past, however, the techniques used by scientists to interpret this data …

Applied Nonparametric Regression is the first book to bring together in one place the
techniques for regression curve smoothing involving more than one variable. The computer …

This book present graphical methods for analysing data. Some methods are new and some
are old, some require a computer and others only paper and pencil; but they are all powerful …

The existence of high speed, inexpensive computing has made it easy to look at data in
ways that were once impossible. Where once a data analyst was forced to make restrictive …