The Book of R
The Book of R

Author: Tilman M. Davies

Publisher: No Starch Press

Published: 2016-07-16

Total Pages: 833

ISBN-13: 1593276516

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The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.

Thermal Analysis of Polymeric Materials
Thermal Analysis of Polymeric Materials

Author: Bernhard Wunderlich

Publisher: Springer Science & Business Media

Published: 2005-04-04

Total Pages: 918

ISBN-13: 9783540236290

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Table of Contents Table of Contents 1 Atoms, small, and large molecules 2 Basics of thermal analysis 3 Dynamics of chemical and phase changes 4 Thermal analysis tools 5 Structure and properties of materials 6 Single component materials 7 Multiple component materials App. A.1 Table of thermal properties of linear macromolecules and related small molecules - the ATHAS data bank App. A.2 Radiation scattering App. A.3 Derivation of the Rayleigh ratio App. A.4 Neural network predictions App. A.5 Legendre transformations, Maxwell relations, linking of entropy and probability, and derivation of (dS/dT) App. A.6 Boltzmann distribution, harmonic vibration, complex numbers, and normal modes App. A.7 Summary of the basic kinetics of chemical reactions App. A.8 The ITS 1990 and the Krypton-86 length standard App. A.9 Development of classical DTA to DSC App. A.10 Examples of DTA and DSC under extreme conditions App. A.11 Description of an online correction of the heat-flow rate App. A.12 Derivation of the heat-flow equations App. A.13 Description of sawtooth-modulation response App. A.14 An introduction to group theory, definitions of configurations and conformations, and a summary of rational and irrational numbers App. A.15 Summary of birefringence and polarizing microscopy App. A.16 Summary of X-ray diffraction and interference effects App. A.17 Optical analog of electron double diffraction to produce Moire patterns.

Tuning, Timbre, Spectrum, Scale
Tuning, Timbre, Spectrum, Scale

Author: William A. Sethares

Publisher: Springer Science & Business Media

Published: 2013-06-05

Total Pages: 346

ISBN-13: 1447141776

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Tuning, Timbre, Spectrum, Scale focuses on perceptions of consonance and dissonance, and how these are dependent on timbre. This also relates to musical scale: certain timbres sound more consonant in some scales than others. Sensory consonance and the ability to measure it have important implications for the design of audio devices and for musical theory and analysis. Applications include methods of adapting sounds for arbitrary scales, ways to specify scales for nonharmonic sounds, and techniques of sound manipulation based on maximizing (or minimizing) consonance. Special consideration is given here to a new method of adaptive tuning that can automatically adjust the tuning of a piece based its timbral character so as to minimize dissonance. Audio examples illustrating the ideas presented are provided on an accompanying CD. This unique analysis of sound and scale will be of interest to physicists and engineers working in acoustics, as well as to musicians and psychologists.

Flowing Matter
Flowing Matter

Author: Federico Toschi

Publisher: Springer Nature

Published: 2019-09-25

Total Pages: 313

ISBN-13: 3030233707

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This open access book, published in the Soft and Biological Matter series, presents an introduction to selected research topics in the broad field of flowing matter, including the dynamics of fluids with a complex internal structure -from nematic fluids to soft glasses- as well as active matter and turbulent phenomena. Flowing matter is a subject at the crossroads between physics, mathematics, chemistry, engineering, biology and earth sciences, and relies on a multidisciplinary approach to describe the emergence of the macroscopic behaviours in a system from the coordinated dynamics of its microscopic constituents. Depending on the microscopic interactions, an assembly of molecules or of mesoscopic particles can flow like a simple Newtonian fluid, deform elastically like a solid or behave in a complex manner. When the internal constituents are active, as for biological entities, one generally observes complex large-scale collective motions. Phenomenology is further complicated by the invariable tendency of fluids to display chaos at the large scales or when stirred strongly enough. This volume presents several research topics that address these phenomena encompassing the traditional micro-, meso-, and macro-scales descriptions, and contributes to our understanding of the fundamentals of flowing matter. This book is the legacy of the COST Action MP1305 “Flowing Matter”.

More Brilliant than the Sun
More Brilliant than the Sun

Author: Kodwo Eshun

Publisher: Verso Books

Published: 2020-02-04

Total Pages: 0

ISBN-13: 1784786748

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The classic work on the music of Afrofuturism, from jazz to jungle More Brilliant than the Sun: Adventures in Sonic Fiction is one of the most extraordinary books on music ever written. Part manifesto for a militant posthumanism, part journey through the unacknowledged traditions of diasporic science fiction, this book finds the future shock in Afrofuturist sounds from jazz, dub and techno to funk, hip hop and jungle. By exploring the music of such musical luminaries as Sun Ra, Alice Coltrane, Lee Perry, Dr Octagon, Parliament and Underground Resistance, theorist and artist Kodwo Eshun mobilises their concepts in order to open the possibilities of sonic fiction: the hitherto unexplored intersections between science fiction and organised sound. Situated between electronic music history, media theory, science fiction and Afrodiasporic studies, More Brilliant than the Sun is one of the key works to stake a claim for the generative possibilities of Afrofuturism. Much referenced since its original publication in 1998, but long unavailable, this new edition includes an introduction by Kodwo Eshun as well as texts by filmmaker John Akomfrah and producer Steve Goodman aka kode9.

Applications of Robotics in Industry Using Advanced Mechanisms
Applications of Robotics in Industry Using Advanced Mechanisms

Author: Janmenjoy Nayak

Publisher: Springer Nature

Published: 2019-09-03

Total Pages: 417

ISBN-13: 3030302717

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This book shares important findings on the application of robotics in industry using advanced mechanisms, including software and hardware. It presents a collection of recent trends and research on various advanced computing paradigms such as soft computing, robotics, smart automation, power control, and uncertainty analysis. The book constitutes the proceedings of the 1st International Conference on Application of Robotics in Industry using Advanced Mechanisms (ARIAM2019), which offered a platform for sharing original research findings, presenting innovative ideas and applications, and comparing notes on various aspects of robotics. The contributions highlight the latest research and industrial applications of robotics, and discuss approaches to improving the smooth functioning of industries. Moreover, they focus on designing solutions for complex engineering problems and designing system components or processes to meet specific needs, with due considerations for public health and safety, including cultural, societal, and environmental considerations. Taken together, they offer a valuable resource for researchers, scientists, engineers, professionals and students alike.

Independent Theatre in Contemporary Europe
Independent Theatre in Contemporary Europe

Author: Manfred Brauneck

Publisher: transcript Verlag

Published: 2017-03-31

Total Pages: 603

ISBN-13: 383943243X

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Over the past 20 years European theatre underwent fundamental changes in terms of aesthetic focus, institutional structure and in its position in society. The impetus for these changes was provided by a new generation in the independent theatre scene. This book brings together studies on the state of independent theatre in different European countries, focusing on the fields of dance and performance, children and youth theatre, theatre and migration and post-migrant theatre. Additionally, it includes essays on experimental musical theatre and different cultural policies for independent theatre scenes in a range of European countries.