Statistical Complexity

The understanding of electron density as the carrier of all the information of a multielectronic system is implicit in the theorems of density functional theory. Information theoretical based measures

Statistical Design and Analysis of Clinical Trials: Principles and Methods concentrates on the biostatistics component of clinical trials. Developed from the authors’ courses taught to public health a

Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret

This textbook carefully develops the main ideas and techniques of statistical and thermal physics and is intended for upper-level undergraduate courses. The authors each have more than thirty years'

This graduate-level text gives a self-contained exposition of fundamental topics in equilibrium and nonequilibrium statistical thermodynamics. The text follows a balanced approach between the macroscopic (thermodynamic) and microscopic (statistical) points of view. The first half of the book deals with equilibrium thermodynamics and statistical mechanics. In addition to standard subjects, the reader will find a detailed account of broken symmetries, critical phenomena and the renormalization group, as well as an introduction to numerical methods. The second half of the book is devoted to nonequilibrium phenomena, first following a macroscopic approach, with hydrodynamics as an important example. Kinetic theory receives a thorough treatment through analysis of the Boltzmann-Lorentz model and the Boltzmann equation. The book concludes with general nonequilibrium methods such as linear response, projection method and the Langevin and Fokker-Planck equations, including numerical simulation

This practical guide in Eviews is aimed at practitioners and students in business, economics, econometrics, and finance. It uses a step-by-step approach to equip readers with a toolkit that enables them to make the most of this widely used econometric analysis software. Statistical and econometrics concepts are explained visually with examples, problems, and solutions.Developed by economists, the Eviews statistical software package is used most commonly for time-series oriented econometric analysis. It allows users to quickly develop statistical relations from data and then use those relations to forecast future values of the data. The package provides convenient ways to enter or upload data series, create new series from existing ones, display and print series, carry out statistical analyses of relationships among series, and manipulate results and output. This highly hands-on resource includes more than 200 illustrative graphs and tables and tutorials throughout. Abdulkader Alja

Tiến loves his family and his friends…but Tiến has a secret he’s been keeping from them, and it might change everything. An amazing YA graphic novel that deals with the complexity of family and how st

A valuable new edition of a standard referenceThe use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. An In

He needed to hear Africa speak for itself after a lifetime of hearing Africa spoken about by others Electrifying essays on the history, complexity, diversity of a continent, from the father of modern

Modern statistical methods allow the analyst to fit and assess models as well as to undertake supervised or unsupervised learning to extract information. Contemporary data science requires tight integ

The field of human sexuality is one of ever-increasing complexity, particularly for Christian therapists and psychologists seeking to be faithful to Scripture, informed by science and sensitive to cul

Use real data, and become a pro at using Excel for statistical analysis! Designed for users already familiar with Excel and basic computer operations, this Second Edition of Neil J. Salkind’s Excel St

This best-selling text is written for those who use, rather than develop statistical methods. Dr. Stevens focuses on a conceptual understanding of the material rather than on proving results. Helpful

James Stevens’ best-selling text, Intermediate Statistics, is written for those who use, rather than develop, statistical techniques. Dr. Stevens focuses on a conceptual understanding of the material

Valuation and Risk Management in Energy Markets surveys the mechanics of energy markets and the valuation of structures commonly arising in practice. The presentation balances quantitative issues and practicalities facing portfolio managers, with substantial attention paid to the ways in which common methods fail in practice and to alternative methods when they exist. The material spans basic fundamentals of markets, statistical analysis of price dynamics, and a sequence of increasingly challenging structures, concluding with issues arising at the enterprise level. In totality, the material has been selected to provide readers with the analytical foundation required to function in modern energy trading and risk management groups.

一位記者眼中的台灣真實樣貌。本書是外籍記者 Chris Horton 十餘年駐台採訪的成果，記錄台灣從殖民、戰後動盪，到成為民主社會的歷程。在全球關注中美對抗之際，台灣處於焦點，卻仍常被誤解。Horton 深入探訪政壇、產業界與一般民眾，描繪出台灣人面對威脅、追尋國際認同的複雜心情。這本書用記者的冷靜與觀察力，為讀者呈現台灣真實而多元的樣貌，是一本讓人更貼近這座島嶼、理解其處境與價值的著作。The gripping story of Taiwan's past and precarious present from one of Taiwan's top foreign correspondents. Following the war in Ukraine, all eyes have turned to Taiwan as the next possible geopolitical tinderbox. Yet while it lies at the epicentre of China and the USA's tense relationship, its story and its people go overlooked and misunderstood. In Ghost Nation, leading journalist Chris Horton will uncover why this disputed country has become so critical to the world's future.Drawing on over a decade of Horton's life and reportage in Taiwan, Ghost Nation unravels the complexity of this thriving democracy and technological powerhouse. Exploring the ghosts of Taiwan’s past, a history haunted by colonization and political turmoil, Horton interviews influential figures and everyday citizens to

本書透過詩意語言與溫潤圖像，刻畫孩子身上的多樣性與未竟的潛能——靜靜傾聽的孩子或許是未來的領袖，熱愛奔跑的少年也可能成為療癒人心的作家。一本適合各年齡閱讀的成長之書。From a Newbery Medal-winning author and a New York Times bestselling illustrator comes a deeply moving ode to the complexity and uniqueness of every child.In profound, uplifting verse and sumptuous artwork, beloved creators Matt de la Peña and Corinna Luyken explore the endless possibilities each child contains: A young dancer may grow into a computer coder; a basketball player might become a poet; a class clown may one day serve as an inspiring teacher; and today’s quiet empath might be tomorrow’s great leader. Here's a profound and uplifting new classic with an empowering message for readers of all ages: Your story is still being written.

From debut novelist Jason June comes a moving and hilarious sex-positive teen rom-com about the complexities of first loves, first hookups, and first heartbreaks--and how to stay true to yourself while embracing what you never saw coming, that's perfect for fans of Sandhya Menon and Becky Albertalli. There's one thing Jay Collier knows for sure--he's a statistical anomaly as the only out gay kid in his small rural Washington town. While all his friends can't stop talking about their heterosexual hookups and relationships, Jay can only dream of his own firsts, compiling a romance to-do list of all the things he hopes to one day experience--his Gay Agenda.Then, against all odds, Jay's family moves to Seattle and he starts his senior year at a new high school with a thriving LGBTQIA+ community. For the first time ever, Jay feels like he's found where he truly belongs. But as Jay begins crossing items off his list, he'll soon be torn between his heart and his hormones, his old friends and

一舉打入布克獎決選，斯特勞特再次藉主角露西巴頓，刻畫生命裡的幽微孤寂與失落。NEW YORK TIMES BESTSELLER - Pulitzer Prize winner Elizabeth Strout explores the mysteries of marriage and the secrets we keep, as a former couple reckons with where they've come from--and what they've left behind. ONE OF THE TEN BEST BOOKS OF THE YEAR: Maureen Corrigan, NPR's Fresh Air - ONE OF THE BEST BOOKS OF THE YEAR: The New York Times Book Review, The Washington Post, Time, Vulture, She Reads "Elizabeth Strout is one of my very favorite writers, so the fact that Oh William! may well be my favorite of her books is a mathematical equation for joy. The depth, complexity, and love contained in these pages is a miraculous achievement."--Ann Patchett, author of The Dutch House I would like to say a few things about my first husband, William. Lucy Barton is a writer, but her ex-husband, William, remains a hard man to read. William, she confesses, has always been a mystery to me. Another mystery is why the two have remained connected after all these

Blockbuster author Stephenie Meyer makes a triumphant return to the world of Twilight with this companion: the iconic love story of Bella and Edward told from the vampire's point of view -- in paperback edition. When Edward Cullen and Bella Swan met in Twilight, an iconic love story was born. But until now, fans have heard only Bella's side of the story. At last, readers can experience Edward's version in the long-awaited companion novel, Midnight Sun.This unforgettable tale as told through Edward's eyes takes on a new and decidedly dark twist. Meeting Bella is both the most unnerving and intriguing event he has experienced in all his years as a vampire. As we learn more fascinating details about Edward's past and the complexity of his inner thoughts, we understand why this is the defining struggle of his life. How can he justify following his heart if it means leading Bella into danger?In Midnight Sun, Stephenie Meyer transports us back to a world that has captivated millions of reade

本書是一部系統性探討海洋與沿岸波浪的專業著作，兼顧物理意義與統計分析，適合研究所學生、研究人員與工程實務者閱讀。內容從觀測技術談起，介紹現地量測與遙測方法，並逐步建立描述波浪的參數與統計架構。書中詳述線性波理論在外海與近岸水域的應用，說明波浪在不同水深與地形條件下的行為差異，並深入介紹 SWAN 波浪模式，協助讀者理解現代數值模擬在工程與研究中的角色。全書結構嚴謹、插圖清楚，是理解風生波浪與海岸波動不可或缺的參考書。Waves in Oceanic and Coastal Waters describes the observation, analysis and prediction of wind-generated waves in the open ocean, in shelf seas, and in coastal regions with islands, channels, tidal flats and inlets, estuaries, fjords and lagoons. Most of this richly illustrated book is devoted to the physical aspects of waves. After introducing observation techniques for waves, both at sea and from space, the book defines the parameters that characterise waves. Using basic statistical and physical concepts, the author discusses the prediction of waves in oceanic and coastal waters, first in terms of generalised observations, and then in terms of the more theoretical framework of the spectral energy balance. He gives the results of established theories and also the direction in wh

本書是 Spivak 對「亞洲」概念所提出的重要反思，她拒絕將亞洲視為單一、可概括的對象，而是強調其內在的差異性與歷史層次。書中收錄多篇關鍵文章，從原住民、性別、都市化到離散經驗，交織政治現實與人文教育的責任，並反省理論在不同地理與社會脈絡中的侷限。Spivak 以細膩而嚴謹的筆法，提醒讀者必須在全球化語境中，重新思考知識、生產與倫理的關係。本書不僅是後殖民研究的重要文本，對關心後殖民思想、亞洲研究與文化政治的讀者而言，本書提供了不可取代的思考路徑。In this major intervention into the 'Asian Century', Gayatri Chakravorty Spivak challenges the reader to re-think Asia, in its political and cultural complexity, in the global South and in the metropole.Major work from one of the world’s most distinguished literary and cultural theorists Intervenes in the fraught issues generated by ideas of Asia Featured essays include “Foucault and Najibullah,” “Moving Devi,” “Responsibility,” and “Megacity” Other chapters focus on, among other things, Human Rights, and the turbulent "present" of the Caucasus Essential reading for anyone interested in postcolonialism, and devotees of Spivak’s writing

Who would have guessed that four minutes could change everything?Today should be one of the worst days of seventeen-year-old Hadley Sullivan's life. Having missed her flight, she's stuck at JFK airpor

Why did the stock market crash more than 500 points on a single Monday in 1987? Why do ancient species often remain stable in the fossil record for millions of years and then suddenly disappear? In a

This book focuses on recent progress in complexity research based on the fundamental nonlinear dynamical and statistical theory of oscillations, waves, chaos, and structures far from equilibrium. Cele

Zero-knowledge interactive proofs play a central role in the design and study of cryptographic protocols and are rich objects for complexity-theoretic study. Statistical zero-knowledge (SZK) proofs ac

In recent years, interest in developing statistical and computational techniques for applied manufacturing engineering has been increased. Today, due to the great complexity of manufacturing engineeri

The complexity, diversity, and random nature of transportation problems necessitates a broad analytical toolbox. Describing tools commonly used in the field, Statistical and Econometric Methods for Tr

Presents 20 statistical case studies for the classroom using data sets that have not been simplified for classroom use; that is, they retain the complexity of real-life statistical problems. The stud

Complexity theory aims to understand and classify computational problems, especially decision problems, according to their inherent complexity. This book uses new techniques to expand the theory for use with counting problems. The authors present dichotomy classifications for broad classes of counting problems in the realm of P and NP. Classifications are proved for partition functions of spin systems, graph homomorphisms, constraint satisfaction problems, and Holant problems. The book assumes minimal prior knowledge of computational complexity theory, developing proof techniques as needed and gradually increasing the generality and abstraction of the theory. This volume presents the theory on the Boolean domain, and includes a thorough presentation of holographic algorithms, culminating in classifications of computational problems studied in exactly solvable models from statistical mechanics.

The structural mechanics of proteins that fold into functional shapes, polymers that aggregate and form clusters, and organic macromolecules that bind to inorganic matter can only be understood through statistical physics and thermodynamics. This book reviews the statistical mechanics concepts and tools necessary for the study of structure formation processes in macromolecular systems that are essentially influenced by finite-size and surface effects. Readers are introduced to molecular modeling approaches, advanced Monte Carlo simulation techniques, and systematic statistical analyses of numerical data. Applications to folding, aggregation, and substrate adsorption processes of polymers and proteins are discussed in great detail. Particular emphasis is placed on the reduction of complexity by coarse-grained modeling, which allows for the efficient, systematic investigation of structural phases and transitions. Providing insight into modern research at this interface between physics,

Complexity science is the study of systems with many interdependent components. Such systems - and the self-organization and emergent phenomena they manifest - lie at the heart of many challenges of global importance. This book is a coherent introduction to the mathematical methods used to understand complexity, with plenty of examples and real-world applications. It starts with the crucial concepts of self-organization and emergence, then tackles complexity in dynamical systems using differential equations and chaos theory. Several classes of models of interacting particle systems are studied with techniques from stochastic analysis, followed by a treatment of the statistical mechanics of complex systems. Further topics include numerical analysis of PDEs, and applications of stochastic methods in economics and finance. The book concludes with introductions to space-time phases and selfish routing. The exposition is suitable for researchers, practitioners and students in complexity sci

These notes are based on a series of lectures given at the Advanced Research Institute of Discrete Applied Mathematics held at Rutgers University. Their aim is to link together algorithmic problems arising in knot theory, statistical physics and classical combinatorics. Apart from the theory of computational complexity concerned with enumeration problems, introductions are given to several of the topics treated, such as combinatorial knot theory, randomised approximation algorithms, percolation and random cluster models. To researchers in discrete mathematics, computer science and statistical physics, this book will be of great interest, but any non-expert should find it an appealing guide to a very active area of research.

The complexity of social problems necessitates that social work researchers understand and apply multivariate statistical methods in their investigations. In this pocket guide, the authors introduce r

Integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems, offering

This volume of the Encyclopedia of Complexity and Systems Science, Second Edition, focuses on current challenges in the field from materials and mechanics to applications of statistical and nonlinear physics in the life sciences. Challenges today are mostly in the realm of non-equilibrium systems, although certain equilibrium systems also present serious hurdles. Where possible, pairwise articles focus on a single topic, one from a theoretical perspective and the other from an experimental one, providing valuable insights. In other cases, theorists and experimentalists have collaborated on a single article. Coverage includes both quantum and classical systems, and emphasizes 1) mature fields that are not covered in the current specialist literature, (2) topics that fall through the cracks in disciplinary journals/books, or (3) developing areas where the knowledge base is large and robust and upon which future developments will depend. The result is an invaluable resource for condensed

Statistical mechanics is our tool for deriving the laws that emerge from complex systems. Sethna's text distills the subject to be accessible to those in all realms of science and engineering - avoidi

Communication complexity is the mathematical study of scenarios where several parties need to communicate to achieve a common goal, a situation that naturally appears during computation. This introduction presents the most recent developments in an accessible form, providing the language to unify several disjoint research subareas. Written as a guide for a graduate course on communication complexity, it will interest a broad audience in computer science, from advanced undergraduates to researchers in areas ranging from theory to algorithm design to distributed computing. The first part presents basic theory in a clear and illustrative way, offering beginners an entry into the field. The second part describes applications including circuit complexity, proof complexity, streaming algorithms, extension complexity of polytopes, and distributed computing. Proofs throughout the text use ideas from a wide range of mathematics, including geometry, algebra, and probability. Each chapter contain

Computational Complexity of Counting and Sampling provides readers with comprehensive and detailed coverage of the subject of computational complexity. It is primarily geared for researchers in enumer

Computational Complexity of Counting and Sampling provides readers with comprehensive and detailed coverage of the subject of computational complexity. It is primarily geared for researchers in enumer