Statistical Graphics Procedures by Example

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 book provides a comprehensive introduction to modern auction theory and its important new applications. It is written by a leading economic theorist whose suggestions guided the creation of the new spectrum auction designs. Aimed at graduate students and professionals in economics, the book gives the most up-to-date treatments of both traditional theories of 'optimal auctions' and newer theories of multi-unit auctions and package auctions, and shows by example how these theories are used. The analysis explores the limitations of prominent older designs, such as the Vickrey auction design, and evaluates the practical responses to those limitations. It explores the tension between the traditional theory of auctions with a fixed set of bidders, in which the seller seeks to squeeze as much revenue as possible from the fixed set, and the theory of auctions with endogenous entry, in which bidder profits must be respected to encourage participation.

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.

Biostatistics with R provides a straightforward introduction on how to analyse data from the wide field of biological research, including nature protection and global change monitoring. The book is centred around traditional statistical approaches, focusing on those prevailing in research publications. The authors cover t-tests, ANOVA and regression models, but also the advanced methods of generalised linear models and classification and regression trees. Chapters usually start with several useful case examples, describing the structure of typical datasets and proposing research-related questions. All chapters are supplemented by example datasets, step-by-step R code demonstrating analytical procedures and interpretation of results. The authors also provide examples of how to appropriately describe statistical procedures and results of analyses in research papers. This accessible textbook will serve a broad audience, from students, researchers or professionals looking to improve their

Biostatistics with R provides a straightforward introduction on how to analyse data from the wide field of biological research, including nature protection and global change monitoring. The book is centred around traditional statistical approaches, focusing on those prevailing in research publications. The authors cover t-tests, ANOVA and regression models, but also the advanced methods of generalised linear models and classification and regression trees. Chapters usually start with several useful case examples, describing the structure of typical datasets and proposing research-related questions. All chapters are supplemented by example datasets, step-by-step R code demonstrating analytical procedures and interpretation of results. The authors also provide examples of how to appropriately describe statistical procedures and results of analyses in research papers. This accessible textbook will serve a broad audience, from students, researchers or professionals looking to improve their

Two legal systems founded on similar Enlightenment philosophical and political values use state coercion differently to regulate a liberty at the core of the Enlightenment: freedom of expression. This comparative study of France and the United States proposes a novel theory of how the limits of freedom of expression are informed by different revolutionary experiences and constitutional and political arrangements. Ioanna Tourkochoriti argues that the different ways freedom of expression is balanced against other values in France and the United States can be understood in reference to the role of the government and the understanding of republicanism and liberty. This understanding affects how jurists define the content and the limits of a liberty and strike a balance between liberties in conflict. Exploring both the legal traditions of the two countries, this study sheds new light on the broader historical, social and philosophical contexts in which jurists operate.

Formal Models of Domestic Politics offers a unified and accessible approach to canonical and important new models of politics. Intended for political science and economics students who have already taken a course in game theory, this new edition retains the widely appreciated pedagogic approach of the first edition. Coverage has been expanded to include a new chapter on nondemocracy; new material on valance and issue ownership, dynamic veto and legislative bargaining, delegation to leaders by imperfectly informed politicians, and voter competence; and numerous additional exercises. Political economists, comparativists, and Americanists will all find models in the text central to their research interests. This leading graduate textbook assumes no mathematical knowledge beyond basic calculus, with an emphasis placed on clarity of presentation. Political scientists will appreciate the simplification of economic environments to focus on the political logic of models; economists will discov

Connecting theory with real-life applications, this is the first ever textbook to equip students with a comprehensive knowledge of all the key concepts in bionanotechnology. By bridging the interdisciplinary gap from which bionanotechnology emerged, it provides a systematic introduction to the subject, accessible to students from a wide variety of backgrounds. Topics range from nanomaterial preparation, properties and biofunctionalisation, and analytical methods used in bionanotechnology, to bioinspired and DNA nanotechnology, and applications in biosensing, medicine and tissue engineering. Throughout the book, features such as 'Back to basics' and 'Research report' boxes enable students to build a strong theoretical knowledge and to link this to practical applications and up-to-date research. With over 200 detailed, full-colour illustrations and more than 100 end-of-chapter problems, this is an essential guide to bionanotechnology for any student studying this exciting, fast-developin

In his previous Schumpeter Prize-winning work, Lee analysed the 'middle-income trap', in which a developing country grows strongly only to plateau at a certain point. Yet certain developing countries, most significantly China, have managed to escape this trap. Building on the conception of the ladder from developing to developed countries being kicked way, this book suggests alternative ways, such as 'leapfrogging', in which latecomers can catch up with their forerunners. Providing policy solutions for development challenges in non-technical terms, Lee frames his theories with insightful and inventive allegories. In doing so, Lee also accounts for the catch-up paradox, in which one cannot conclusively catch-up if they are continually trying to follow the path of those ahead. He argues that eventual catch-up and overtaking require pursuing a path that differs from that taken by forerunners. This highly original and accessible book will appeal to students, scholars, practitioners, and an

The Cambridge Companion to World Literature introduces the significant ideas and practices of world literary studies. It provides a lucid and accessible account of the fundamental issues and concepts in world literature, including the problems of imagining the totality of literature; comparing literary works across histories, cultures and languages; and understanding how literary production is affected by forces such as imperialism and globalization. The essays demonstrate how detailed critical engagements with particular literary texts call forth differing conceptions of world literature, and, conversely, how theories of world literature shape our practices of readings. Subjects covered include cosmopolitanism, transnationalism, internationalism, scale and systems, sociological criticism, translation, scripts, and orality. This book also includes original analyses of genres and forms, ranging from tragedy to the novel and graphic fiction, lyric poetry to the short story and world cine

In most non-democratic countries, today governing forty-four percent of the world population, the power of the regime rests upon a ruling party. Contrasting with conventional notions that authoritarian regime parties serve to contain elite conflict and manipulate electoral-legislative processes, this book presents the case of China and shows that rank and-file members of the Communist Party allow the state to penetrate local communities. Subnational comparative analysis demonstrates that in 'red areas' with high party saturation, the state is most effectively enforcing policy and collecting taxes. Because party membership patterns are extremely enduring, they must be explained by events prior to the Communist takeover in 1949. Frontlines during the anti-colonial Sino-Japanese War (1937–1945) continue to shape China's political map even today. Newly available evidence from the Great Leap Forward (1958–1961) and the Cultural Revolution (1966–1976) shows how a strong local party basis sus

Presenting a global and interdisciplinary approach to plant ecology, this much-awaited new edition of the book Plants and Vegetation integrates classical themes with the latest ideas, models, and data. Keddy draws on extensive teaching experience to bring the field to life, guiding students through essential concepts with numerous real-world examples and full-colour illustrations throughout. The chapters begin by presenting the wider picture of the origin of plants and their impact on the Earth, before exploring the search for global patterns in plants and vegetation. Chapters on resources, stress, competition, herbivory, and mutualism explore causation, and a concluding chapter on conservation addresses the concern that one-third of all plant species are at risk of extinction. The scope of this edition is broadened further by a new chapter on population ecology, along with extensive examples including South African deserts, the Guyana Highlands of South America, Himalayan forests and

This book provides the definitive reference point on all the issues pertaining to dealing with the 'crisis of the rule of law' in the European Union. Both Member State and EU levels are considered. Particular attention is paid to the analysis of the concrete legal bases and instruments that the EU may avail itself of for enforcing rule of law, and the volume clearly demonstrates that a number of legally sound ways of rule of law oversight are available. Contributors are leading scholars who assess the potential role to be played by the various bodies in the context of dealing with the EU's rule of law imperfections.

This concise yet comprehensive textbook examines political, social, and cultural developments in the Soviet Union and the post-Soviet period. It begins by identifying the social tensions and political inconsistencies that spurred radical change in Russia's government, from the turn of the century to the revolution of 1917. Peter Kenez presents this revolution as a crisis of authority that the creation of the Soviet Union resolved. The text traces the progress of the Soviet Union through the 1920s, the years of the New Economic Policies, and into the Stalinist order. It illustrates how post-Stalin Soviet leaders struggled to find ways to rule the country without using Stalin's methods - but also without openly repudiating the past - and to negotiate a peaceful but antipathetic coexistence with the capitalist West. This updated third edition includes substantial new material, discussing the challenges Russia currently faces in the era of Putin.

Public perceptions of political ethics are at the heart of current political debate. Drawing on original data, this book is the first general account of popular understandings of political ethics in contemporary British politics. It offers new insights into how citizens understand political ethics and integrity and how they form judgments of their leaders. By locating these insights against the backdrop of contemporary British political ethics, the book shows how current institutional preoccupations with standards of conduct all too often miss the mark. While the use of official resources is the primary focus of much regulation, politicians' consistency, frankness and sincerity, which citizens tend to see in terms of right and wrong, are treated as 'normal politics'. The authors suggest that new approaches may need to be adopted if public confidence in politicians' integrity is to be restored.

Interdisciplinary Perspectives on International Law and International Relations: The State of the Art brings together the most influential contemporary writers in the fields of international law and international relations to take stock of what we know about the making, interpretation and enforcement of international law. The contributions to this volume critically explore what recent interdisciplinary work reveals about the design and workings of international institutions, the various roles played by international and domestic courts, and the factors that enhance compliance with international law. The volume also explores how interdisciplinary work has advanced theoretical understandings of the causes and consequences of the increased legalization of international affairs.

This attractive, full-colour coursebook, written by two highly experienced IB teachers, is tailored to the thematic requirements and assessment objectives of the IB's Environmental Systems and Societi

'Chemical engineering is the field of applied science that employs physical, chemical, and biological rate processes for the betterment of humanity'. This opening sentence of Chapter 1 has been the underlying paradigm of chemical engineering. Chemical Engineering: An Introduction is designed to enable the student to explore the activities in which a modern chemical engineer is involved by focusing on mass and energy balances in liquid-phase processes. Problems explored include the design of a feedback level controller, membrane separation, hemodialysis, optimal design of a process with chemical reaction and separation, washout in a bioreactor, kinetic and mass transfer limits in a two-phase reactor, and the use of the membrane reactor to overcome equilibrium limits on conversion. Mathematics is employed as a language at the most elementary level. Professor Morton M. Denn incorporates design meaningfully; the design and analysis problems are realistic in format and scope.

If you accept evolutionary theory, can you also believe in God? Are human beings superior to other animals, or is this just a human prejudice? Does Darwin have implications for heated issues like euthanasia and animal rights? Does evolution tell us the purpose of life, or does it imply that life has no ultimate purpose? Does evolution tell us what is morally right and wrong, or does it imply that ultimately 'nothing' is right or wrong? In this fascinating and intriguing book, Steve Stewart-Williams addresses these and other fundamental philosophical questions raised by evolutionary theory and the exciting new field of evolutionary psychology. Drawing on biology, psychology and philosophy, he argues that Darwinian science supports a view of a godless universe devoid of ultimate purpose or moral structure, but that we can still live a good life and a happy life within the confines of this view.

International health and aid policies of the past two decades have had a major impact on the delivery of care in low and middle-income countries. This book argues that these policies have often failed to achieve their main aims, and have in fact contributed to restricted access to family medicine and hospital care. Presenting detailed evidence, and illustrated by case studies, this book describes how international health policies to date have largely resulted in expensive health care for the rich, and disjointed and ineffective services for the poor. As a result, large segments of the population world-wide continue to suffer from unnecessary casualties, pain and impoverishment. International Health and Aid Policies arms health professionals, researchers and policy makers with strategies that will enable them to bridge the gaps between public health, medicine and health policy in order to support robust, comprehensive and accessible health care systems in any political environment.

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

James Orchard Halliwell-Phillipps (1820–1889) was a Shakespeare scholar, archaeologist and controversialist with wide antiquarian interests. In 1842, while Librarian of Jesus College, Cambridge, he published The Jokes of the Cambridge Coffee-Houses in the Seventeenth Century, which he described as a collection of early anecdotes 'selected from various Jest Books' which 'serve to show the state of this class of literature during that period'. In this volume it is paired with a pamphlet, The Fresher's Don'ts, written by 'A Sympathiser (B. A.)', (probably A. J. Storey) and first published in the 1890s. This edition was printed in 1913 by Redin and Co. of Trinity Street (with advertisements for Redin's and other Cambridge firms' goods and services at the beginning and the end). This light-hearted guide to student etiquette before the cataclysm of the First World War gives insights into a way of life which was about to vanish forever.

Q. D. Leavis was one of the finest critics of the novel. Her published essays appeared as articles and reviews of remarkable trenchancy in Scrutiny (of which she was effectively co-editor with her husband F. R. Leavis), or as lectures or introductions to editions of classics novels. They are here collected and reprinted in three volumes. Volume 1 on the English novel appeared in 1983. Volume 2 collects her lecture 'The American Novel'; essays and lectures on Henry James, Hawthorne, Melville, and Edith Wharton; and the lectures 'The French Novel', 'The Russian Novel', and 'The Italian Novel'. There is an introduction by the editor, Professor G. Singh. All the essays are informed by that broad 'sociological' view of literature that caused Q. D. Leavis to ask how the novel rose and why it flourished. The third and final volume includes material on women writers of the nineteenth century.

Written in the wake of the advent of Relativity by an author who made important contributions to projective and differential geometry, and topology, this early Cambridge Tract in Mathematics and Theoretical Physics aimed to assist students of the time from the fields of differential geometry and mathematical physics. Beginning by introducing formal preliminaries, the text continues, bringing the underlying differential invariant theory that to this day remains relevant in a range of geometrical and physical applications, to the fore.

Kant is the central figure of modern philosophy. He sought to rebuild philosophy from the ground up, and he succeeded in permanently changing its problems and methods. This revised edition of the Prolegomena, which is the best introduction to the theoretical side of his philosophy, presents his thought clearly by paying careful attention to his original language. Also included are selections from the Critique of Pure Reason, which fill out and explicate some of Kant's central arguments (including famous sections of the Schematism and Analogies), and in which Kant himself explains his special terminology. The first reviews of the Critique, to which Kant responded in the Prolegomena, are included in this revised edition. The volume is completed by a historical and philosophical introduction, explanatory notes, a chronology, and a guide to further reading.

First published in 1968, An Introduction to Harmonic Analysis has firmly established itself as a classic text and a favorite for students and experts alike. Professor Katznelson starts the book with an exposition of classical Fourier series. The aim is to demonstrate the central ideas of harmonic analysis in a concrete setting, and to provide a stock of examples to foster a clear understanding of the theory. Once these ideas are established, the author goes on to show that the scope of harmonic analysis extends far beyond the setting of the circle group, and he opens the door to other contexts by considering Fourier transforms on the real line as well as a brief look at Fourier analysis on locally compact abelian groups. This new edition has been revised by the author, to include several new sections and a new appendix.

This volume brings together original essays by scholars working on a diverse range of empirical issues, but whose work is in each case informed by a 'historical institutional' approach to the study of politics. By bringing these pieces together, the volume highlights the methodological and theoretical foundations of this approach and illustrates the general contributions it has made to comparative politics. The essays demonstrate the potential of the approach to illuminate a broad range of issues such as how and why institutions change, how political ideas are filtered through institutional structures in the formation of specific policies, and how institutional structure can have unintended effects on the shaping of policy. The reader is provided with both a thorough understanding of the method of analysis and an overview of the theoretical underpinnings of the approach.

The basic thesis of the work is that environmental problems are only to be solved by people - people who will be required to make value judgements in conflicts that go beyond narrowly conceived human concerns. Thus people require not only an ethical system, but a way of conceiving the world and themselves such that the intrinsic value of life and nature is obvious, a system based on 'deep ecological principles'. The book encourages readers to identify their own series of such parameters - their own ecosophies. Ecology, Comunity and Lifestyle will appeal to philosophers, specialists working on environmental issues, and the more general reader who is interested in learning some of the foundational ideas of the rapidly expanding field of environmental philosophy.

Speaking Clearly aims to help intermediate and advanced learners of English overcome problems of understanding and being understood by other speakers of English. It integrates pronunciation and listening; provides systematic ear-training and practice from individual words and sounds to longer stretches of speech; contains diagnostic tests and explains phonological features in clear, non-technical terms.

Two centuries after they were published, Kant's ethical writings are as much admired and imitated as they have ever been, yet serious and long-standing accusations of internal incoherence remain unresolved. Onora O'Neill traces the alleged incoherences to attempt to assimilate Kant's ethical writings to modern conceptions of rationality, action and rights. When the temptation to assimilate is resisted, a strikingly different and more cohesive account of reason and morality emerges. Kant offers a `constructivist' vindication of reason and a moral vision in which obligations are prior to rights and in which justice and virtue are linked. O'Neill begins by reconsidering Kant's conceptions of philosophical method, reason, freedom, automony and action. She then moves on to the more familiar terrain of interpretation of the Categorical Imperative, while in the last section she emphasises differences between Kant's ethics and recent 'Kantian' ethics, including the work of John Rawls and othe

Until recently, dominant theoretical paradigms in the comparative social sciences did not highlight states as organizational structures or as potentially autonomous actors. Indeed, the term 'state' was rarely used. Current work, however, increasingly views the state as an agent which, although influenced by the society that surrounds it, also shapes social and political processes. The contributors to this volume, which includes some of the best recent interdisciplinary scholarship on states in relation to social structures, make use of theoretically engaged comparative and historical investigations to provide improved conceptualizations of states and how they operate. Each of the book's major parts presents a related set of analytical issues about modern states, which are explored in the context of a wide range of times and places, both contemporary and historical, and in developing and advanced-industrial nations. The first part examines state strategies in newly developing countries.

The prediction of the special theory of relativity differ significantly from those of Newtonian physics only for bodies whose speeds are comparable with the speed of light. For this reason, special relativity is often considered as irrelevant to the macroscopic physics of ordinary material systems under terrestrial conditions. The aim of this book is to show that by uniting dynamics, thermodynamics and electromagnetism into a coherent whole, special relativity illuminated each of these subjects in a manner which cannot be obtained by studying them in isolation. The speed of the systems concerned is irrelevant. This deep and careful analysis of special relativity is suitable for second- and subsequent- year university students studying physics or applied mathematics. Its distinctive approach will also appeal to research workers in general relativity, in continuum thermodynamics and in the electrodynamics of continuous media.

Scientists need statistics. Increasingly this is accomplished using computational approaches. Freeing readers from the constraints, mysterious formulas and sophisticated mathematics of classical statistics, this book is ideal for researchers who want to take control of their own statistical arguments. It demonstrates how to use spreadsheet macros to calculate the probability distribution predicted for any statistic by any hypothesis. This enables readers to use anything that can be calculated (or observed) from their data as a test statistic and hypothesize any probabilistic mechanism that can generate data sets similar in structure to the one observed. A wide range of natural examples drawn from ecology, evolution, anthropology, palaeontology and related fields give valuable insights into the application of the described techniques, while complete example macros and useful procedures demonstrate the methods in action and provide starting points for readers to use or modify in their ow

Physics by Example contains two hundred problems from a wide range of key topics, along with detailed, step-by-step solutions. By guiding the reader through carefully chosen examples, this book will help to develop skill in manipulating physical concepts. Topics dealt with include: statistical analysis, classical mechanics, gravitation and orbits, special relativity, basic quantum physics, oscillations and waves, optics, electromagnetism, electric circuits, and thermodynamics. There is also a section listing physical constants and other useful data, including a summary of some important mathematical results. In discussing the key factors and most suitable methods of approach for given problems, this book imparts many useful insights, and will be invaluable to anyone taking first or second year undergraduate courses in physics.

Physics by Example contains two hundred problems from a wide range of key topics, along with detailed, step-by-step solutions. By guiding the reader through carefully chosen examples, this book will help to develop skill in manipulating physical concepts. Topics dealt with include: statistical analysis, classical mechanics, gravitation and orbits, special relativity, basic quantum physics, oscillations and waves, optics, electromagnetism, electric circuits, and thermodynamics. There is also a section listing physical constants and other useful data, including a summary of some important mathematical results. In discussing the key factors and most suitable methods of approach for given problems, this book imparts many useful insights, and will be invaluable to anyone taking first or second year undergraduate courses in physics.

在全球化已成日常的工作環境中，管理者必須具備跨文化理解與行動能力。本書第三版以「所有管理者都是全球管理者」為前提，重新梳理跨文化管理的理論與實踐。作者不僅介紹主要文化模型，也深入探討領導、溝通與倫理在不同文化脈絡中的差異與調適方式。更新後的內容更貼近現實職場，透過真實案例與具體策略，協助讀者面對國際指派、跨國團隊與多元勞動力的挑戰。語言清楚、結構明確，是學生建立基礎視野、也是專業人士精進能力的重要讀本。The third edition of this popular textbook has been thoroughly expanded and updated throughout to explore the latest approaches to cross-cultural management, presenting strategies and tactics for managing international assignments and global teams. With a clear emphasis on learning and development, this new edition introduces a global management model, along with enhanced 'Applications' and 'Manager's Notebooks', to encourage students to acquire skills in multicultural competence that will be highly valued by their future employers. These skills have never been more important, in a world where, increasingly, all managers are global managers and where management practices and processes can differ significantly across national and regional boundaries. This textbook is suitable for student

An original comprehensive guide on computational nanomechanics discussing basic concepts and implications in areas such as computational physics, materials, mechanics and engineering as well as several other interdisciplinary avenues. This book makes the underlying theory accessible to readers without specialised training or extensive background in quantum physics, statistical mechanics, or theoretical chemistry. It combines a careful treatment of theoretical concepts with a detailed tutorial on computer software and computing implementation, including multiscale simulation and computational statistical theory. Multidisciplinary perspectives are provided, yielding a true insight on the applications of computational nanomechanics across diverse engineering fields. The book can serve as a practical guide with step-by-step discussion of coding, example problems and case studies. This book will be essential reading for students new to the subject, as well as an excellent reference for gra

This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network models, conditional independence and latent variable structures, and point process models. Extensions to incomplete data models and generalized linear models are also included. In addition, the author gives a concise account of the philosophy of Per Martin-Löf in order to connect statistical modelling with ideas in statistical physics, including Boltzmann's law. Written for graduate students and researchers with a background in basic statistical inference, the book includes a vast set of examples demonstrating models for applications and exerc

This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network models, conditional independence and latent variable structures, and point process models. Extensions to incomplete data models and generalized linear models are also included. In addition, the author gives a concise account of the philosophy of Per Martin-Löf in order to connect statistical modelling with ideas in statistical physics, including Boltzmann's law. Written for graduate students and researchers with a background in basic statistical inference, the book includes a vast set of examples demonstrating models for applications and exerc

Written specifically for graduate students and practitioners beginning social science research, Statistical Modeling and Inference for Social Science covers the essential statistical tools, models and theories that make up the social scientist's toolkit. Assuming no prior knowledge of statistics, this textbook introduces students to probability theory, statistical inference and statistical modeling, and emphasizes the connection between statistical procedures and social science theory. Sean Gailmard develops core statistical theory as a set of tools to model and assess relationships between variables - the primary aim of social scientists - and demonstrates the ways in which social scientists express and test substantive theoretical arguments in various models. Chapter exercises guide students in applying concepts to data, extending their grasp of core theoretical concepts. Students will also gain the ability to create, read and critique statistical applications in their fields of inte