Visualizing Statistical Models And Concepts

R.W. Farebrother, Michael Schyns (Autoren)

Buch | Softcover

272 Seiten

2020
CRC Press (Verlag)
978-0-367-44705-2 (ISBN)

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In this book, the author finds that many of the important concepts of mathematical statistics can be associated with physical models; and that the optimality criteria of statistical estimation procedures can often be interpreted in terms of the concept of potential energy.

Farebrother/, R.W.; Schyns/, Michael

1. Introduction 2. Abstract Geometrical and Mechanical Representations 3. Mechanical Models for Multidimensional Medians 4. Method of Least Squared Deviations 5. Method of Least Absolute Deviation 6. Minimax Absolute Deviation Method 7. Method of Least Median of Squared Deviations 8. Mechanical Models for Metric Graphs 9. Categorical Data Analysis 10. Method of Averages and Curve Fitting by Splines 11. Multivariate Generalisations of the Method of Least Squares

Erscheinungsdatum	16.12.2019
Verlagsort	London
Sprache	englisch
Maße	152 x 229 mm
Gewicht	453 g
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	0-367-44705-3 / 0367447053
ISBN-13	978-0-367-44705-2 / 9780367447052
Zustand	Neuware