Visual And Statistical Thinking
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Visual and Statistical Thinking
Author | : Edward R. Tufte |
Publsiher | : Graphics Press |
Total Pages | : 31 |
Release | : 1997 |
Genre | : Mathematics |
ISBN | : 0961392134 |
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Visual and Statistical Thinking
Author | : Edward R. Tufte |
Publsiher | : Unknown |
Total Pages | : 30 |
Release | : 1997 |
Genre | : Visual communication |
ISBN | : OCLC:232625638 |
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Data Analysis for Politics and Policy
Author | : Edward R. Tufte |
Publsiher | : Prentice Hall |
Total Pages | : 196 |
Release | : 1974 |
Genre | : Political statistics |
ISBN | : STANFORD:36105001914980 |
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Introduction to data analysis; Predictions and projections: some issues of research design; Two-variable linear regression; Multiple regression.
The Visual Display of Quantitative Information
Author | : Edward R. Tufte |
Publsiher | : Unknown |
Total Pages | : 197 |
Release | : 2001-01-01 |
Genre | : Mathematics |
ISBN | : 0961392142 |
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Graphical practice. Theory of data graphics.
Statistical Rethinking
Author | : Richard McElreath |
Publsiher | : CRC Press |
Total Pages | : 489 |
Release | : 2018-01-03 |
Genre | : Mathematics |
ISBN | : 9781482253481 |
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Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.
The Challenge of Developing Statistical Literacy Reasoning and Thinking
Author | : Dani Ben-Zvi,Joan Garfield |
Publsiher | : Springer Science & Business Media |
Total Pages | : 423 |
Release | : 2006-02-23 |
Genre | : Mathematics |
ISBN | : 9781402022784 |
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Unique in that it collects, presents, and synthesizes cutting edge research on different aspects of statistical reasoning and applies this research to the teaching of statistics to students at all educational levels, this volume will prove of great value to mathematics and statistics education researchers, statistics educators, statisticians, cognitive psychologists, mathematics teachers, mathematics and statistics curriculum developers, and quantitative literacy experts in education and government.
Beautiful Evidence
Author | : Edward R. Tufte |
Publsiher | : Unknown |
Total Pages | : 214 |
Release | : 2006-06-29 |
Genre | : Electronic Book |
ISBN | : 1930824165 |
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How seeing turns into showing, how empirical observations turn into explanation and evidence. How to produce and consume evidence presentations.
Visual Explanations
Author | : Edward R. Tufte |
Publsiher | : Unknown |
Total Pages | : 156 |
Release | : 1997 |
Genre | : Pattern perception |
ISBN | : 1930824157 |
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Display of information for paper and computer screens; principles of information design, design of presentations. Depicting evidence relevant to cause and effect, decision making. Scientific visualization.