Linear Estimation of Location and Scale Parameters Using Partial Maxima

Consider an i.i.d. sample X^*_1,X^*_2,...,X^*_n from a location-scale family, and assume that the only available observations consist of the partial maxima (or minima)sequence, X^*_{1:1},X^*_{2:2},...,X^*_{n:n}, where X^*_{j:j}=max{X^*_1,...,X^*_j}. This kind of truncation appears in several circumstances, including best performances in athletics events. In the case of partial maxima, the form of the BLUEs (best linear unbiased estimators) is quite similar to the form of the well-known Lloyd's (1952, Least-squares estimation of location and scale parameters using order statistics, Biometrika, vol. 39, pp. 88-95) BLUEs, based on (the sufficient sample of) order statistics, but, in contrast to the classical case, their consistency is no longer obvious. The present paper is mainly concerned with the scale parameter, showing that the variance of the partial maxima BLUE is at most of order O(1/log n), for a wide class of distributions.Comment: This article is devoted to the memory of my six-years-old, little daughter, Dionyssia, who leaved us on August 25, 2010, at Cephalonia isl. (26 pages, to appear in Metrika

Subclinical VZV reactivation in immunocompetent children hospitalized in the ICU associated with prolonged fever duration*

AbstractA prospective observational study was conducted to examine whether asymptomatic VZV reactivation occurs in immunocompetent children hospitalized in an ICU and its impact on clinical outcome. A secondary aim was to test the hypothesis that vaccinated children have a lower risk of reactivation than naturally infected children. Forty immunocompetent paediatric ICU patients and healthy controls were enrolled. Patients were prospectively followed for 28 days. Clinical data were collected and varicella exposure was recorded. Admission serum levels of TNF-a, cortisol and VZV-IgG were measured. Blood and saliva samples were collected for VZV-DNA detection via real-time PCR. As a comparison, the detection of HSV-DNA was also examined. Healthy children matched for age and varicella exposure type (infection or vaccination) were also included. VZV reactivation was observed in 17% (7/39) of children. Children with VZV reactivation had extended duration of fever (OR = 1.17; 95% CI, 1.02–1.34). None of the varicella-vaccinated children or healthy controls had detectable VZV-DNA in any blood or saliva samples examined. HSV-DNA was detected in saliva from 33% of ICU children and 2.6% of healthy controls. Among children with viral reactivation, typing revealed wild-type VZV and HSV-1. In conclusion, VZV reactivation occurs in immunocompetent children under severe stress and is associated with prolonged duration of fever

DIGITAL APPLICATIONS IN ARCHAEOLOGICAL EDUCATION AND EXCAVATION TRAINING: THE DELTA COURSE

Despite the fact that over the last two decades there has been a considerable increase in the adoption of digital applications in archaeological excavations, the application of digital educational tools in the excavation training of Archaeology, students has not made commensurate progress. As a consequence, it is still difficult to integrate in Archaeology curricula the physical space of an archaeological excavation with that of the university classroom. The impact of the limited use of digital educational tools became even more apparent during the recent COVID-19 pandemic, which created serious problems in conducting face-to-face excavation training in both the classroom and the excavation site. Within this context, the integration of these two physical spaces through the digital “space” of online training is the main objective of project DELTA (Digital Excavation through Learning and Training in Archaeology), a transnational project funded in the context of Erasmus+/KA2 EU programme. Through the DELTA project, students of Archaeology will be able to improve their subject knowledge and develop digital and 21st century skills. This paper presents the results of the first phase of the DELTA project, during which we conducted extensive desk and field research aiming at recording the existing situation in the three countries regarding: (1) the use of digital applications in archaeological excavations, (2) current courses on excavation practices, methods and techniques and (3) the use of digital educational tools in such courses. By analysing the results from Internet search and a survey using online questionnaires, we present (a) the most recent trends in the university curricula of Archaeology, (b) the current level of digital skills and expertise of students and professionals and (c) the needs and expectations of students and professors regarding the use of digital applications in excavation and Archaeology education. The results of this research were particularly revealing, especially when comparing the situation between the three countries, but also when contrasting the existing digital skills and the aspirations of the various categories of responders (e.g. educational level, current position etc.). This research provided us with the necessary evidence for the design and development of a blended training course that combines the use of an online platform with face to face and on-site learning in a joint excavation; the ADDIE model was adapted in the course design. In addition, the online piloting of the course allowed participating Universities to discuss the level of integration of digital applications in Archaeology education and make suggestions for future actions, particularly within the context of the recent pandemic and the problems it created in students’ excavation training.Nonostante il fatto che negli ultimi due decenni ci sia stato un notevole aumento nell'adozione di applicazioni digitali negli scavi archeologici, l'applicazione di strumenti didattici digitali nella formazione degli studenti di Archeologia non ha fatto progressi commisurati. Di conseguenza, è ancora difficile integrare nei curricula di Archeologia lo spazio fisico di uno scavo archeologico con quello dell'aula universitaria. L'impatto dell'uso limitato degli strumenti didattici digitali è diventato ancora più evidente durante la recente pandemia COVID-19, che ha creato seri problemi nel condurre la formazione di scavo faccia a faccia sia in aula che sul sito di scavo. In questo contesto, l'integrazione di questi due spazi fisici attraverso lo "spazio" digitale della formazione online è l'obiettivo principale del progetto DELTA (Digital Excavation through Learning and Training in Archaeology), un progetto transnazionale finanziato nel contesto del programma europeo Erasmus+/KA2. Attraverso il progetto DELTA, gli studenti di Archeologia saranno in grado di migliorare la loro conoscenza della materia e sviluppare competenze digitali e del 21° secolo. Questo documento presenta i risultati della prima fase del progetto DELTA, durante la quale abbiamo condotto un'ampia ricerca a tavolino e sul campo con l'obiettivo di registrare la situazione esistente nei tre paesi per quanto riguarda: (1) l'uso di applicazioni digitali negli scavi archeologici, (2) i corsi attuali su pratiche, metodi e tecniche di scavo e (3) l'uso di strumenti didattici digitali in tali corsi. Analizzando i risultati di una ricerca su Internet e di un'indagine tramite questionari online, presentiamo (a) le tendenze più recenti nei curricula universitari di Archeologia, (b) l'attuale livello di abilità e competenze digitali di studenti e professionisti e (c) le esigenze e le aspettative di studenti e professori riguardo all'uso di applicazioni digitali nello scavo e nella formazione in Archeologia. I risultati di questa ricerca sono stati particolarmente rivelatori, soprattutto quando si confronta la situazione tra i tre paesi, ma anche quando si contrappongono le competenze digitali esistenti e le aspirazioni delle varie categorie di intervistati (ad esempio il livello di istruzione, la posizione attuale ecc.) Questa ricerca ci ha fornito le prove necessarie per la progettazione e lo sviluppo di un corso di formazione misto che combina l'uso di una piattaforma online con l'apprendimento faccia a faccia e sul posto in uno scavo congiunto; il modello ADDIE è stato adattato nella progettazione del corso. Inoltre, il pilotaggio online del corso ha permesso alle Università partecipanti di discutere il livello di integrazione delle applicazioni digitali nella formazione in Archeologia e di dare suggerimenti per azioni future, in particolare nel contesto della recente pandemia e dei problemi che ha creato nella formazione degli studenti allo scavo

Target identification of Mycobacterium tuberculosis phenotypic\textit{Mycobacterium tuberculosis phenotypic} hits using a concerted chemogenomic, biophysical and structural approach

Mycobacterium phenotypic hits are a good reservoir for new chemotypes for the treatment of tuberculosis. However, the absence of defined molecular targets and modes of action could lead to failure in drug development. Therefore, a combination of ligand-based and structure-based chemogenomic approaches followed by biophysical and biochemical validation have been used to identify targets for Mycobacterium tuberculosis phenotypic hits. Our approach identified EthR and InhA as targets for several hits, with some showing dual activity against these proteins. From the 35 predicted EthR inhibitors, eight exhibited an IC50 below 50 μM against M. tuberculosis EthR and three were confirmed to be also simultaneously active against InhA. Further hit validation was performed using X-ray crystallography yielding eight new crystal structures of EthR inhibitors. Although the EthR inhibitors attain their activity against M. tuberculosis by hitting yet undefined targets, these results provide new lead compounds that could be further developed to be used to potentiate the effect of EthA activated pro-drugs, such as ethionamide, thus enhancing their bactericidal effect.GM is grateful to the European Molecular Biology Laboratory and Marie Sklodowska-Curie Actions for funding this work. VM and MB acknowledge Bill & Melinda Gates Foundation [subcontract by the Foundation for the National Institutes of Health (NIH)] (OPP1024021). VM and MS acknowledge the European Community’s Seventh Framework Programme [grant number 260872]. GP would like to acknowledge the Wellcome Trust and the European Molecular Biology Laboratory for funding. JPO was funded by the member nation states of the European Molecular Biology Laboratory. TLB acknowledges The Wellcome Trust for funding and support (grant number 200814/Z/16/Z)

Evaluation of machine-learning methods for ligand-based virtual screening

Machine-learning methods can be used for virtual screening by analysing the structural characteristics of molecules of known (in)activity, and we here discuss the use of kernel discrimination and naive Bayesian classifier (NBC) methods for this purpose. We report a kernel method that allows the processing of molecules represented by binary, integer and real-valued descriptors, and show that it is little different in screening performance from a previously described kernel that had been developed specifically for the analysis of binary fingerprint representations of molecular structure. We then evaluate the performance of an NBC when the training-set contains only a very few active molecules. In such cases, a simpler approach based on group fusion would appear to provide superior screening performance, especially when structurally heterogeneous datasets are to be processed

ChEMBL: a large-scale bioactivity database for drug discovery

ChEMBL is an Open Data database containing binding, functional and ADMET information for a large number of drug-like bioactive compounds. These data are manually abstracted from the primary published literature on a regular basis, then further curated and standardized to maximize their quality and utility across a wide range of chemical biology and drug-discovery research problems. Currently, the database contains 5.4 million bioactivity measurements for more than 1 million compounds and 5200 protein targets. Access is available through a web-based interface, data downloads and web services at: https://www.ebi.ac.uk/chembldb

Measurement of the cross-section and charge asymmetry of WW bosons produced in proton-proton collisions at s=8\sqrt{s}=8 TeV with the ATLAS detector

This paper presents measurements of the $W^+ \rightarrow \mu^+\nu$ and $W^- \rightarrow \mu^-\nu$ cross-sections and the associated charge asymmetry as a function of the absolute pseudorapidity of the decay muon. The data were collected in proton--proton collisions at a centre-of-mass energy of 8 TeV with the ATLAS experiment at the LHC and correspond to a total integrated luminosity of 20.2~\mbox{fb^{-1}}. The precision of the cross-section measurements varies between 0.8% to 1.5% as a function of the pseudorapidity, excluding the 1.9% uncertainty on the integrated luminosity. The charge asymmetry is measured with an uncertainty between 0.002 and 0.003. The results are compared with predictions based on next-to-next-to-leading-order calculations with various parton distribution functions and have the sensitivity to discriminate between them.Comment: 38 pages in total, author list starting page 22, 5 figures, 4 tables, submitted to EPJC. All figures including auxiliary figures are available at https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/STDM-2017-13

Search for chargino-neutralino production with mass splittings near the electroweak scale in three-lepton final states in √s=13 TeV pp collisions with the ATLAS detector

A search for supersymmetry through the pair production of electroweakinos with mass splittings near the electroweak scale and decaying via on-shell W and Z bosons is presented for a three-lepton final state. The analyzed proton-proton collision data taken at a center-of-mass energy of √s=13  TeV were collected between 2015 and 2018 by the ATLAS experiment at the Large Hadron Collider, corresponding to an integrated luminosity of 139  fb−1. A search, emulating the recursive jigsaw reconstruction technique with easily reproducible laboratory-frame variables, is performed. The two excesses observed in the 2015–2016 data recursive jigsaw analysis in the low-mass three-lepton phase space are reproduced. Results with the full data set are in agreement with the Standard Model expectations. They are interpreted to set exclusion limits at the 95% confidence level on simplified models of chargino-neutralino pair production for masses up to 345 GeV

Search for direct stau production in events with two hadronic tau-leptons in root s=13 TeV pp collisions with the ATLAS detector

A search for the direct production of the supersymmetric partners ofτ-leptons (staus) in final stateswith two hadronically decayingτ-leptons is presented. The analysis uses a dataset of pp collisions corresponding to an integrated luminosity of139fb−1, recorded with the ATLAS detector at the LargeHadron Collider at a center-of-mass energy of 13 TeV. No significant deviation from the expected StandardModel background is observed. Limits are derived in scenarios of direct production of stau pairs with eachstau decaying into the stable lightest neutralino and oneτ-lepton in simplified models where the two staumass eigenstates are degenerate. Stau masses from 120 GeV to 390 GeV are excluded at 95% confidencelevel for a massless lightest neutralino