Correcting Measurement Error Bias in Interaction Models with Small Samples

Several methods have been suggested to estimate non-linear models with interaction terms in the presence of measurement error. Structural equation models eliminate measurement error bias, but require large samples. Ordinary least squares regression on summated scales, regression on factor scores and partial least squares are appropriate for small samples but do not correct measurement error bias. Two stage least squares regression does correct measurement error bias but the results strongly depend on the instrumental variable choice. This article discusses the old disattenuated regression method as an alternative for correcting measurement error in small samples. The method is extended to the case of interaction terms and is illustrated on a model that examines the interaction effect of innovation and style of use of budgets on business performance. Alternative reliability estimates that can be used to disattenuate the estimates are discussed. A comparison is made with the alternative methods. Methods that do not correct for measurement error bias perform very similarly and considerably worse than disattenuated regression

Training and pre-decisional bias in a multiattribute decision task. 'Formaci??n y sesgo pre-decisional en una tarea de decisi??n multiatributiva'

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Bias in the Social Web

Abstract A frequent assumption in Social Media is that its open nature leads to a representative view of the world. In this talk we want to consider bias occurring in the Social Web. We will consider a case study of liquid feedback, a direct democracy platform of the German pirate party as well as models of (non-)discriminating systems. As a conclusion of this talk we stipulate the need of Social Media systems to bias their working according to social norms and to publish the bias they introduce. Speaker Biography: Prof Steffen Staab Steffen studied in Erlangen (Germany), Philadelphia (USA) and Freiburg (Germany) computer science and computational linguistics. Afterwards he worked as researcher at Uni. Stuttgart/Fraunhofer and Univ. Karlsruhe, before he became professor in Koblenz (Germany). Since March 2015 he also holds a chair for Web and Computer Science at Univ. of Southampton sharing his time between here and Koblenz. In his research career he has managed to avoid almost all good advice that he now gives to his team members. Such advise includes focusing on research (vs. company) or concentrating on only one or two research areas (vs. considering ontologies, semantic web, social web, data engineering, text mining, peer-to-peer, multimedia, HCI, services, software modelling and programming and some more). Though, actually, improving how we understand and use text and data is a good common denominator for a lot of Steffen's professional activities.

Central Bank Independence and inflation: the case of Colombia. 1924 - 1998.

Este artículo evalúa el vínculo entre la independencia del banco central y la inflación, para el caso de Colombia. Se desarrolla un marco teórica relacionada con la independencia del Banco Central y la inflación. La conclusión es que la independencia del Banco Central es una característica importante de cara a la reducción de la inflación y con el fin de resolver parcialmente el problema de la inconsistencia temporal, y asumiendo la existencia de un régimen monetario dominante la independencia del Banco Central ha llevado a una reducción de la inflación y de su variabilidad en Colombia. No obstante, los resultados de la inflación en el último periodo no han sido tan impresionantes. Este artículo sugiere explicaciones alternativas a este resultado. La independencia real del Banco Central colombiano puede ser más baja que su independencia formal. Adicionalmente, otros factores pueden contribuir a explicar una inflación más elevada que la esperada, particularmente la existencia de un déficit fiscal financiado con recursos externos.

Reporting verbs and bias in the press. 'Los verbos informativos y la parcialidad en la prensa'.

Se describe la forma en que la prensa demuestra sutilmente las preferencias de los periodistas. Dependiendo de la fuente de las palabras, los periodistas emplean verbos diferentes, guiando así a los lectores para que adopten posiciones en pro o en contra de esa fuente. El artículo emplea un corpus de la prensa británica para mostrar el perfil de las fuentes favorecidas por el uso de los verbos.

The effects of ageing on self-reported aggression measures are partly explained by response bias

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