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Based on courses taught at the University of Cambridge, this text presents core contemporary statistical methods and theory in an accessible, self-contained and rigorous fashion, with a focus on finite-sample guarantees as opposed to asymptotic arguments. Many of the topics and results have not appeared in book form previously, and some constitute new research. The prerequisites are relatively light (primarily a good grasp of linear algebra and real analysis) and complete solutions to all 250+ exercises are available online. It is the perfect entry point to the subject for master's and graduate-level students in statistics, data science and machine learning, as well as related disciplines such as artificial intelligence, signal processing, information theory, electrical engineering and econometrics. Researchers in these fields will also find it an invaluable resource. This title is also available as Open Access on Cambridge Core.
This Element reconsiders the historical, theoretical, racial, ableist, and editorial problem of genealogy by analyzing to-be-spoken genealogies in two plays in the 1623 Shakespeare First Folio: the 'Salic Law' speech in Henry V and the 'seven sons' scene in Henry VI, Part Two. Both passages also exist in a significantly variant version in The Chronicle history of Henry the fift (1600) and The First Part of the Contention (1594). The differences between the two versions of the biological/bloodline genealogy have been central to the long-dominant theory of 'bad quartos'. That theory assumes that early modern chroniclers and playwrights shared the values of modern archival historians: they assume that Shakespeare prioritized accuracy over acting. The authors offer an alternative reading of genealogies written to be performed onstage as 'documentary effects', adapted for changing audiences in a new multimedia entertainment industry. This title is also available as Open Access on Cambridge Core.
Refugee movements are one of the defining issues of the Twenty-First Century. But what difference does it actually make to be a refugee? To what extent are refugees economically distinctive compared to citizens or other groups of migrants? Drawing upon original data collected in camps and cities across East Africa, The Refugee Trap shows that becoming a refugee changes the economic constraints people face in important ways; they confront a series of poverty traps that make them systematically worse off compared to citizens. These relate to trauma, dispossession, uprootedness, and rights. By understanding the mechanisms underlying these traps, we can in turn identify the policy interventions needed to support restoration, and thereby address the sources of economic disadvantage that result from forced displacement. This title is also available as Open Access on Cambridge Core.
Ancient apologetics is usually treated as a literary genre or a branch of early theology. This Element offers a different account. It argues that many Jewish and Christian texts conventionally labeled 'apologetic' are better understood through a bibliographic and archival lens: They produce authority not only by defending doctrines, but by organizing books, constructing corpora, mobilizing archives, and regulating interpretation. Tracing a trajectory from the Letter of Aristeas to Jerome's De viris illustribus, this Element shows how citation, collection, cataloguing, and textual ordering made traditions appear authoritative. Examining Aristeas, Josephus, Tatian, Justin, Origen, Pamphilus, Eusebius, and Jerome, it argues that apologetics is best understood as a form of curatorial power through which ancient communities learned to think with books. This title is also available as open access on Cambridge Core.
Does a unified law of interpretation exist? Can it be applied to all legal rules, regardless of their source, interpreter, or subject matter? This volume offers a comprehensive exploration of how interpretation is practiced across the diverse landscape of international law. Drawing on contributions from leading scholars and practitioners, the book examines interpretation through the lenses of multiple actors, sources, and regimes, revealing three core themes. Unity emerges in shared interpretative methods, rooted in the Vienna Convention on the Law of Treaties and its customary counterparts. Diversity appears in the distinctive approaches found within specialised legal regimes. Evolution is seen in the growing range of materials considered during interpretation. Rich in comparative insights, this volume will be an essential reference for researchers, practitioners, and anyone interested in the dynamic processes that shape meaning in international law. This title is also available as open access on Cambridge Core.
While hot spots of crime have become an important focus of study in criminology and an important focus of crime prevention in programs like hot spots policing, to date we know little about these places. Who lives in hot spots of crime? What factors lead to these places becoming crime hot spots? What other social and health problems are found in these places? The book draws on more than 7,000 surveys of people living on crime hot spot and non-hot spot streets, systematic physical and social observations, and structured qualitative data collection. The results of this study illustrate that hot spots of crime are not just hot spots for crime, but also many other social ills. By shedding light on the social features of hot spots of crime, the book recognizes the importance of informal social controls in understanding and preventing crime at crime hot spots. This title is also available as open access on Cambridge Core.
This chapter analyzes how economic globalization constrains parties’ ability to keep their campaign promises once in government. Drawing on large-n data across advanced democracies, we show that globalization – through legal commitments, market discipline, and economic uncertainty – reduces the likelihood that parties fulfill their pledges. We construct a new dataset linking campaign promises with fulfillment outcomes and integrate measures of international legal obligations, exposure to global markets, and volatility. We find that globalization undermines promise keeping particularly for left-wing parties, whose policy agendas often conflict with global market pressures. Importantly, these effects are not mitigated by changes in the number or type of promises parties make. The findings provide empirical support for the argument that globalization erodes core mechanisms of promissory representation by narrowing the space for responsive policymaking. This chapter lays the empirical groundwork for the case study in Chapter 5 and the voting behavior analysis in Chapter 6.
Chapter 7 investigates how globalization pressures shape parties’ ideological positioning, which underpins their campaign promises. The chapter focuses on whether parties adapt their stances symmetrically across the ideological spectrum or face electoral constraints when doing so. It argues that mainstream parties – particularly on the left – are more constrained in shifting rightward than vice versa. To explore this, the chapter combines experimental and observational evidence, drawing on a survey experiment and a large-n dataset of party positions in thirty-one liberal democracies from 1970 to 2020. Although globalization can incentivize parties to recalibrate their economic and cultural positions, the chapter shows that electoral incentives mediate how and where these shifts occur. Together, the findings highlight the complex interplay between international economic pressures and domestic political competition, revealing how ideological recalibration can be both strategic and constrained by voter expectations.
This chapter investigates the electoral consequences of broken promises in the context of globalization. Combining large-n observational data with a survey experiment and a in-depth case study of French voters, it demonstrates that voters do punish governing parties for failing to fulfill campaign pledges, and this punishment intensifies in more globalized environments. Contrary to claims that globalization might provide excuses for unfulfilled promises, the findings suggest that globalization amplifies voters’ concerns about competence and follow-through. As ideological differences between parties shrink and governing space contracts, pledge fulfillment becomes a key signal of competence, heightening electoral costs for unkept promises.
Chapter 1 introduces the core question of the book: how does globalization affect parties’ ability to keep campaign promises and how do they adapt in response? It argues that globalization imposes structural constraints on policymaking that challenge the traditional model of promissory representation, in which parties make pledges and are held accountable for their fulfillment. The chapter presents a theoretical framework linking international economic integration to promise-breaking and outlines the mechanisms through which parties strategically adapt: by modifying the clarity and content of their promises and increasingly using populist or ambiguous rhetoric. It introduces the book’s multimethod approach, combining cross-national pledge data, case studies, and experimental evidence. The chapter also situates the argument in the broader literature on democratic representation, highlighting both the persistence of voter expectations for accountability and the evolving pressures parties face in fulfilling them. This sets the stage for the book’s empirical analyses of how promise-breaking, ideological repositioning, populist framing, and strategic ambiguity reflect broader efforts by political parties to remain electorally competitive while navigating a more constrained and interdependent policy environment.
Chapter 10 examines how ambiguity in campaign promises affects electoral accountability. Building on the previous chapter’s findings that political parties often employ vague language to manage constraints, this chapter evaluates whether such ambiguity allows parties to avoid punishment when pledges are unfulfilled. Drawing on a combination of original survey experiments and cross-national observational data, the analysis shows that voters are generally less likely to punish broken promises when they were made ambiguously. Ambiguity thus serves as a strategic tool that helps parties obscure responsibility and minimize electoral costs, highlighting the trade-off between strategic communication and democratic responsiveness.
This chapter examines how conservative parties strategically adapt their political appeals in response to the constraints imposed by globalization. Confronted with the challenge of reconciling their long-standing commitments to market liberalism with rising voter demands for protection and control, these parties increasingly adopt populist rhetoric to reshape the terms of political competition. Rather than abandoning core economic positions, conservative parties shift their emphasis to anti-elite, nationalist, and antiglobalist themes, recasting political debates around identity, sovereignty, and cultural belonging. These rhetorical strategies allow them to deflect attention from unpopular policy continuities and channel voter discontent away from economic grievances and toward external threats or internal scapegoats. The chapter argues that this populist turn reflects a calculated political adaptation rather than ideological transformation. It highlights how globalization not only reshapes the policy space available to democratic governments but also incentivizes new forms of narrative construction and voter persuasion, particularly among mainstream parties seeking to preserve broad electoral coalitions.