A Comparison of Blocking Methods for Record Linkage

Record linkage seeks to merge databases and to remove duplicates when unique identifiers are not available. Most approaches use blocking techniques to reduce the computational complexity associated with record linkage. We review traditional blocking techniques, which typically partition the records according to a set of field attributes, and consider two variants of a method known as locality sensitive hashing, sometimes referred to as "private blocking." We compare these approaches in terms of their recall, reduction ratio, and computational complexity. We evaluate these methods using different synthetic datafiles and conclude with a discussion of privacy-related issues.Comment: 22 pages, 2 tables, 7 figure

Zins-Spreads als Einnahmequelle für Kantone : Die Abhängigkeit des Passivzinssatzes von den Bruttoschulden und damit einhergehende Renditemöglichkeiten am Kapitalmarkt

Über eine längere Zeitdauer betrachtet, weisen staatliche Schulden tendenziell tiefere Zinssätze respektive Renditen auf als andere auf dem Markt gehandelte papiere, was teilweise durch das geringere Risiko erklärt werden kann (Mehra & Prescott, 2003: S.892). Indem die Abhängigkeit der Schuldzinssätze von den Schuldenquoten der Schweizer Kantone modelliert und in Beziehung zu einer adäquaten Marktrendite gebracht wird, zeigt diese Arbeit, welches Einnahmepotential sich aus diesem Zins-Spread für die Schweizer Kantone ergibt. Zur Schätzung der Zinskurve wird vom Marktgleichgewicht ausgegangen, bei welchem die investoren mit einem Default Premium für einen möglichen Ausfall des Kantons als Schuldner, im Vergleich zu einer risikolosen Anlage, abgegolten werden müssen (Bayoumi, Goldstein und Woglom, 1995: S. 1048-1051). Dazu werden die für den Schweizer Kontext spezifischen Determinanten für die Ausfallswahrscheinlichkeit identifiziert (Daldoss und Foraita, 2003: S. 87). Empirisch überprüft wird dieses Modell anhand eines quantitativen Ansatzes, wobei in erster Linie die Generalisierte Momenten-Methode (GMM) angewandt wird. Als Datenbasis dient hauptsächlich die Finanzstatistik der Eidgenössischen Finanzverwaltung (EFV), wobei alle 26 Schweizer Kantone im Zeitraum von 1981 bis 2011 betrachtet werden. Als Marktrendite wird die durchschnittliche Rendite der Schweizer Pensionskassen verwendet. Mit den verwendeten Daten und Modellen kann die Form der Zinskurve jedoch nicht eindeutig bestimmt werden, was grösstenteils auf die Endogenitätsproblematik zurückzuführen ist. Diese kann aufgrund ungenügender und mangelhafter Instrumente ohne zusätzliche Daten nicht überwunden werden. Folglich kann auch keine optimale Schuldenquote bestimmt werden. Die quantitativen Resultate deuten dennoch auf ein gewisses Einnahmepotential hin. Wie das Fallbeispiel Kanton Aargau zeigt, kann dieses punktuell auch gebraucht werden und findet in der Praxis Anwendung (Anonymer Interviewpartner, 2013)

On narrowing coated conductor film: emergence of granularity-induced field hysteresis of transport critical current

Critical current density Jc in polycrystalline or granular superconducting material is known to be hysteretic with applied field H due to the focusing of field within the boundary between adjacent grains. This is of concern in the so-called coated conductors wherein superconducting film is grown on a granular, but textured surface of a metal substrate. While previous work has mainly been on Jc determined using induced or magnetization currents, the present work utilizes transport current via an applied potential in strip geometry. It is observed that the effect is not as pronounced using transport current, probably due to a large difference in criterion voltage between the two types of measurements. However, when the films are narrowed by patterning into 200-, 100-, or 80-micron, the hysteresis is clearly seen, because of the forcing of percolation across higher-angle grain boundaries. This effect is compared for films grown on ion-beam-assisted-deposited (IBAD) YSZ substrate and those grown on rolling-assisted-biaxially-textures substrates (RABiTS) which have grains that are about ten times larger. The hysteresis is more pronounced for the latter, which is more likely to have a weak grain boundary spanning the width of the microbridge. This is also of concern to applications in which coated conductors will be striated in order to reduce of AC losses.Comment: text-only: 10 pages, plus 5 figures on 5 page

Charge injection instability in perfect insulators

We show that in a macroscopic perfect insulator, charge injection at a field-enhancing defect is associated with an instability of the insulating state or with bistability of the insulating and the charged state. The effect of a nonlinear carrier mobility is emphasized. The formation of the charged state is governed by two different processes with clearly separated time scales. First, due to a fast growth of a charge-injection mode, a localized charge cloud forms near the injecting defect (or contact). Charge injection stops when the field enhancement is screened below criticality. Secondly, the charge slowly redistributes in the bulk. The linear instability mechanism and the final charged steady state are discussed for a simple model and for cylindrical and spherical geometries. The theory explains an experimentally observed increase of the critical electric field with decreasing size of the injecting contact. Numerical results are presented for dc and ac biased insulators.Comment: Revtex, 7pages, 4 ps figure

Multi-locus analysis of human infective Cryptosporidium species and subtypes using ten novel genetic loci

Background: Cryptosporidium is a protozoan parasite that causes diarrheal illness in a wide range of hosts including humans. Two species, C. parvum and C. hominis are of primary public health relevance. Genome sequences of these two species are available and show only 3-5% sequence divergence. We investigated this sequence variability, which could correspond either to sequence gaps in the published genome sequences or to the presence of species-specific genes. Comparative genomic tools were used to identify putative species-specific genes and a subset of these genes was tested by PCR in a collection of Cryptosporidium clinical isolates and reference strains. Results: The majority of the putative species-specific genes examined were in fact common to C. parvum and C. hominis. PCR product sequence analysis revealed interesting SNPs, the majority of which were species-specific. These genetic loci allowed us to construct a robust and multi-locus analysis. The Neighbour-Joining phylogenetic tree constructed clearly discriminated the previously described lineages of Cryptosporidium species and subtypes. Conclusions: Most of the genes identified as being species specific during bioinformatics in Cryptosporidium sp. are in fact present in multiple species and only appear species specific because of gaps in published genome sequences. Nevertheless SNPs may offer a promising approach to studying the taxonomy of closely related species of Cryptosporidia