Titlebook: New Statistical Developments in Data Science; SIS 2017, Florence, Alessandra Petrucci,Filomena Racioppi,Rosanna Verd Conference proceeding

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Discovering and Locating High-Energy Extra-galactic Sources by Bayesian Mixture Modellingwe carry out an unsupervised analysis of the collection of high-energy photons accumulated by the Large Area Telescope, the principal instrument on board the . spacecraft, over a period of around 7.5 years using a Bayesian mixture model. A fixed, though unknown, number of parametric components ident

Fermentation

Bayesian Estimation of Causal Effects in Carcinogenicity Tests Based upon CTAn widely yet to be tested for carcinogenicity. Cell Transformation Assays (CTAs) are cheap and fast in vitro methods developed to screen chemical substances without resorting to animal-based testing. Here we propose two models for potential outcomes to estimate causal effects of different concentrat

Mast-Cell

Pastry

Sampling and Modelling Issues Using Big Data in Now-Castingganizations producing official statistics worldwide. However, the use of Big Data has many neglected implications in terms of model estimation, testing and forecasting, with a significant impact on final results and their interpretation. Using a MIDAS model with Google Trends covariates, we analyse

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Sample Design for the Integration of Population Census and Social Surveys Il Disegno Campionario per data and data coming surveys, will be carried out every year. This put an end to the era of traditional decennial censuses. The census survey sample is aimed at updating the data contained in the integrated system of registers. Furthermore, the new census will be integrated with the main social sur

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Sampling Schemes Using Scanner Data for the Consumer Price Indexfrom retail modern distribution, provided to ISTAT by Nielsen for a large number of stores selling food and grocery, is the starting point of this innovation. Indeed, SD represent a big opportunity for improving the computation of Consumer Price Index (CPI). This work aims to study the properties of

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ehmen einen Mehrwert für seine Kunden schaffen will. Der erste Schritt, die Beobachtung, zielt darauf ab, Erkenntnisse zu gewinnen, die für die Strategiegestaltung von Nutzen sein können. Der Schwerpunkt der Beobachtung liegt auf der Schaffung der Grundlagen für die anschließende Entwicklung innovat

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