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Permutation Tests for Complex Data : Theory, Applications and Software
Timely update of a popular edition on permutation testing with numerous case studies included throughout The newly revised and updated Second Edition of Permutation Tests for Complex Data describes permutation tests from the point of view of experimental design, with methodological details and illustrating the process of devising an appropriate permutation test through case studies.In addition to the text, this book includes two open source packages for permutation tests in Python and R which include a comprehensive code base to implement common permutation tests as well as code to implement each of the book's case studies.The focus of this book is the permutation approach to a variety of univariate and multivariate problems of hypothesis testing in a typical nonparametric framework.The book examines the most up-to-date methodologies of univariate and multivariate permutation testing, includes real case studies from both experimental and observational studies, and presents and discusses solutions to the most important and frequently encountered real problems in multivariate analyses.Written by two highly qualified authors in the field of nonparametrics and applied statistics, Permutation Tests for Complex Data includes information on sample topics including: Theory of one-dimensional and multi-dimensional permutation tests, covering test statistics, arguments for selecting permutation tests, and examples of one-sample and multi-sample problemsMultiplicity control and closed testing, covering raw and adjusted p-values, the MinP Bonferroni-Holm procedure, and weighted methods for controlling FWE and FDRMultivariate categorical variables, covering stochastic ordering, tests on moments for ordered variables, and heterogeneity comparisonsNPC tests for survival analysis and shape analysis, covering analysis of PERC data and analysis with correlated landmarks Presenting a thorough overview of permutation testing with both formal description and proofs, Permutation Tests for Complex Data is an excellent introduction to permutation tests for graduate-level statistics or data science courses and will be ideal as a handbook for researchers hoping to use the open source code.
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Technology Innovation in Manufacturing
This text identifies and discusses different technology innovation initiatives (TIIs) such as entrepreneurial capability, technology infrastructure capability, organizational culture and climate, and government initiatives.It further evaluates the relationship between various technology innovation initiatives and manufacturing performances using multi-criteria decision-making techniques such as fuzzy set theory (FST), structural equation modeling (SEM), and analytic hierarchy process (AHP).It will serve as an ideal reference text for graduate students and academic researchers in the field of industrial engineering, manufacturing engineering, mechanical engineering, automotive engineering. This book:• Discusses technology innovation initiatives such as entrepreneurial capability, technology infrastructure capability, and organizational culture. • Highlights technology innovation-strategy model in assisting manufacturing industries for enhancing their performance in today’s competitive environment. • Examines the effect of technology innovation initiatives on the performance of manufacturing industries. • Covers multi-criteria decision-making techniques such as fuzzy set theory, structural equation modeling, and analytic hierarchy process. • Explores the validation of fuzzy-based technology innovation model through structural equation modeling.
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Innovation in Information Technology
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Technology and Innovation Management
Technology and Innovation Management is one of the most sought-after courses offered like MBA or PGDM in Business Schools and various Technology Institutes, today.This book, written with deep ingrained practical insights and well-researched theoretical foundations integrates people, processes and technology to achieve maximum economic benefits to society.The book is designed to be a compendium for students and managers, who wish to understand technology and innovation management to the core.The book explains the relationship between technology innovation and strategy in a simplified manner.Keeping Indian education framework in mind, this book details on practices and principles that are easy to implement.The theories are simple to grasp, and anecdotal stories on Technology and Innovation implementations make it a student-friendly edition, to help achieve success in exams as well as in the professional front.It further explains the core principles of Technology and Innovation Management.S-Curve and the Segment Zero Principle, adopting industry 4.0 and innovation 4.0 to make India a smart and intelligent manufacturing hub in the era of fourth industrial revolution, design thinking for solving complex business problems along with the role and contribution of Government in Technology Development.
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What is a permutation?
A permutation is an arrangement of objects in a specific order. It is a way of selecting and arranging a set of items where the order matters. For example, if you have a set of three items A, B, and C, there are six possible permutations: ABC, ACB, BAC, BCA, CAB, and CBA. Permutations are commonly used in mathematics and computer science for various applications such as cryptography, combinatorics, and algorithms.
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What is a permutation machine?
A permutation machine is a device or system that is designed to generate all possible arrangements or combinations of a set of elements. It can be used to explore different sequences or orders in which the elements can be arranged. Permutation machines are commonly used in mathematics, computer science, and cryptography to analyze and generate permutations efficiently.
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Is this really a permutation?
A permutation is a rearrangement of elements in a set. To determine if something is a permutation, we need to check if it meets two criteria: 1) all elements in the set are used, and 2) each element is used only once. If the given arrangement meets both criteria, then it is indeed a permutation. If not, then it is not a permutation.
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Combination or permutation in probability theory?
In probability theory, combination and permutation are both important concepts, but they are used in different situations. Combination is used when the order of the elements does not matter, while permutation is used when the order does matter. For example, when choosing a committee of 3 people from a group of 10, the order in which the people are chosen does not matter, so we use combination. On the other hand, when arranging 3 books on a shelf, the order in which the books are arranged matters, so we use permutation. Both concepts are essential for calculating probabilities in different scenarios.
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Permutation City : The incredible, mind-bending look at cyberspace, afterlife and immortality from one of the greats of science fiction
Immortality can be yours . . . at a pricePermutation city is the tale of a man with a vision - how to create immortality - and how that vision becomes grows beyond his control.Encompassing the lives and struggles of an artificial life junkie desperate to save her dying mother, a billionaire banker scarred by a terrible crime, the lovers for whom, in their timeless virtual world, love is not enough - and much more - Permutation city is filled with the sense of wonder and dread.Can what makes you human be distilled into data? And what happens if you can't afford to pay?Readers are having their minds blown by PERMUTATION CITY:"Egan tells the story masterfully.I can only marvel at how he finds his inspiration for a high-tech tale in an ancient wisdom like Kabbalah, and then proceeds to out-Kabbalah even the Kabbalists with his creativity" - Goodreads reviewer, ? ? ? ? ?"Egan questions what it really means to be human in a way that it's quite unsurpassed in my mind" - Goodreads reviewer, ? ? ? ? ?"THIS is why I read SF. THIS is the sense of wonder I'm looking for in a SF story.Forget everything you read about virtual reality, artificial life & consciousness - nothing compares to the concepts and the worldbuilding in this book.This is ultimate postcyberpunk ever" - Goodreads reviewer, ? ? ? ? ?"I can say without qualification that Greg Egan is the greatest science fiction author I've ever read" - Goodreads reviewer, ? ? ? ? ?
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Adventures With Technology And Gadgets
Adventures with Technology and Gadgets is an immersive encounter with more than 15 groundbreaking advances that have changed the way that we live, work and play.When were the first computers invented? How did fibre optic technology transform communications?What if you could protect your belongings with a real-life 'force field'?Scribble in a digital notebook. Pit your wits against robot friends. And walk around in GPS shoes! From the machines that clean our living spaces to the engines that move us from place to place, and from pocket-sized devices to vast hubs of information, grasp the astounding workings of tech and gadgets as never before!The World of Science comics series engages, educates and entertains children, imparting scientific facts, while nurturing the love of Science through dynamic, full-colour comics.All topics covered are in line with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also offer beyond-the-syllabus insights designed to stretch inquiring young minds.This book aligns with the following syllabi:
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Patent Law, Green Technology and Innovation
In the era of modern industrial regimes, the role of technology in tackling climate change is pivotal.International goals of climate change mitigation and sustainable development cannot be achieved without the contribution of new technologies.At the same time, the importance of patent protection and an efficient patent system that facilitates technology transfer among international frontiers cannot be overlooked.Many patented technologies are either not accessible for further dissemination or do not hold much technical value.Therefore, advanced systems of collaborative innovation have been developed, especially in the sector of green technology and green innovation. The environmental concerns of the global community cannot be tackled by a single company, person, sector or country.Innovation partnerships and collaborative research will play a vital role in combating global climate concerns and in determining the diffusion of green technologies for maximum impact.This book argues that policy-makers should encourage partnerships in technology rather than focusing on gaining investment and access to green technology to encourage global technological giants to transfer their technology and knowledge to local entities.It analyzes the relationship between patent protection, green innovation and diffusion of green technology against the backdrop of climate change and severe climate crisis. Taking an interdisciplinary approach to align patent law and green technology with the Sustainable Development Goals, it examines the effects of patent protection, technology transfer and compulsory licensing on the diffusion of green technologies while offering a systematic analysis of the relationship between patent protection, green innovation and diffusion of green technology from a global perspective.
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Innovation in Music: Technology and Creativity
Innovation in Music: Technology and Creativity is a groundbreaking collection bringing together contributions from instructors, researchers, and professionals.Split into two sections, covering composition and performance, and technology and innovation, this volume offers truly international perspectives on ever-evolving practices. Including chapters on audience interaction, dynamic music methods, AI, and live electronic performances, this is recommended reading for professionals, students, and researchers looking for global insights into the fields of music production, music business, and music technology.
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How can one transform a permutation?
One can transform a permutation by applying a series of operations that change the order of the elements in the permutation. These operations can include swapping two elements, reversing a segment of the permutation, or rotating the elements. By performing these operations, one can transform a given permutation into a different permutation while maintaining the same set of elements. These transformations are often used in algorithms and mathematical problems to manipulate permutations in a systematic way.
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What are permutation matrices of size 2?
Permutation matrices of size 2 are 2x2 matrices that represent the rearrangement of the standard basis vectors in a 2-dimensional vector space. These matrices have exactly one 1 in each row and each column, with all other entries being 0. There are two possible permutation matrices of size 2: the identity matrix, which leaves the standard basis vectors unchanged, and the swap matrix, which swaps the standard basis vectors. These matrices are important in linear algebra and are used to represent permutations and transformations in vector spaces.
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What is the combinatorial task for permutation?
The combinatorial task for permutation is to arrange a set of distinct elements in a specific order. This involves determining the number of ways in which the elements can be ordered, taking into account all possible arrangements without repetition. The formula for calculating permutations is n! / (n-r)!, where n is the total number of elements and r is the number of elements to be arranged. Permutation is used in various fields such as mathematics, computer science, and statistics to solve problems related to arrangement and ordering.
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Why does permutation with repetition combine in mathematics?
Permutation with repetition combines in mathematics because it allows for the calculation of the number of ways objects can be arranged when some of the objects are repeated. This concept is important in various fields such as combinatorics, probability, and statistics. By understanding permutation with repetition, mathematicians can accurately analyze and solve problems involving arrangements of objects with repeated elements.
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