Introductory Statistics and Random Phenomena by Manfred Denker
This textbook integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems. This was the first advanced text/reference to bring together such a comprehensive variety of tools for the study of random phenomena occurring in engineering and the natural, life, and social sciences.The crucial computer experiments are conducted using the readily available computer program Mathematica® Uncertain Virtual Worlds™ software packages which optimize and facilitate the simulation environment. Brief tutorials are included that explain how to use the Mathematica® programs for effective simulation and computer experiments. Large and original real-life data sets are introduced and analyzed as a model for independent study.
This is an excellent classroom tool and self-study guide. The material is presented in a clear and accessible style providing numerous exercises and bibliographical notes suggesting further reading.
Topics and Features
- Comprehensive and integrated treatment of uncertainty arising in engineering and scientific phenomena – algorithmic complexity, statistical independence, and nonlinear chaotic behavior
- Extensive exercise sets, examples, and Mathematica® computer experiments that reinforce concepts and algorithmic methods
- Thorough presentation of methods of data compression and representation
- Algorithmic approach to model selection and design of experiments
- Large data sets and 13 Mathematica®-based Uncertain Virtual Worlds™ programs and code
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The Mathematical Experience, Study Edition
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Plane Algebraic Curves
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Visions in Mathematics
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Robust Nonlinear Control Design
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Differential Galois Theory and Non-Integrability of Hamiltonian Systems
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Wavelets Made Easy
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The Implicit Function Theorem
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Matvei Petrovich Bronstein
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Vector Bundles on Complex Projective Spaces
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Evolutionary Integral Equations and Applications
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Physics and National Socialism
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Topics from the Theory of Numbers
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The Self-Avoiding Walk
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Introduction to Commutative Algebra and Algebraic Geometry
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Intersections of Random Walks
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Symplectic Invariants and Hamiltonian Dynamics
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Topics in the Mathematical Modelling of Composite Materials
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Perspectives on the History of Mathematical Logic
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Singularities of Differentiable Maps, Volume 2
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Methods of Algebraic Geometry in Control Theory: Part II
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The Structure of Functions
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Analytic Semigroups and Optimal Regularity in Parabolic Problems
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The Grothendieck Festschrift, Volume I
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Schroedinger Equations and Diffusion Theory
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Chain-Scattering Approach to H -Control
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Linear Programming
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An Introduction to Quantum Stochastic Calculus
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The Navier-Stokes Equations
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Riemann, Topology, and Physics
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Loop Spaces, Characteristic Classes and Geometric Quantization
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Discrete Groups, Expanding Graphs and Invariant Measures
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Six Lectures on Commutative Algebra
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The Non-Euclidean Revolution
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Introduction to Cardinal Arithmetic
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Simplicial Homotopy Theory
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Iterated Maps on the Interval as Dynamical Systems
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Complex Analysis
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Module Theory
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An Introduction to the Mechanics of Fluids
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Foundations of Fluid Mechanics with Applications
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Methods of Algebraic Geometry in Control Theory: Part I
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Computational Signal Processing with Wavelets
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Discriminants, Resultants, and Multidimensional Determinants
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Linear Differential Equations and Group Theory from Riemann to Poincare
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Optimal Control
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Classic Papers in Combinatorics
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Integration - A Functional Approach
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Introduction to Quantum Groups
Manfred Denker, Penn State University, USA
Wojbor Woyczynski, Case Western Reserve University, USA
Wojbor Woyczynski, Case Western Reserve University, USA
| SKU | Unavailable |
| ISBN 13 | 9783319661513 |
| ISBN 10 | 3319661515 |
| Title | Introductory Statistics and Random Phenomena |
| Author | Manfred Denker |
| Series | Modern Birkhauser Classics |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Birkhauser Verlag AG |
| Year published | 2017-09-22 |
| Number of pages | 509 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |