341 research outputs found
Group-Based Trajectory Modeling (Nearly) Two Decades Later
- Author
- A Blokland
- A Caspi
- AM Haviland
- AM Haviland
- AR Piquero
- AR Piquero
- AR Tyrka
- B Jones
- BL Jones
- Candice L. Odgers
- CH Brown
- CL Odgers
- CL Odgers
- CR Cloninger
- CR Cloninger
- D Nagin
- Daniel S. Nagin
- DS Nagin
- DS Nagin
- DS Nagin
- DS Nagin
- DS Nagin
- EM Markman
- EP Eggleston
- G Kochanska
- GR Patterson
- GR Patterson
- HK Orcutt
- I Bokhoven Van
- JE Peer
- JH Laub
- JM Jester
- KJ Holyoak
- LM Broidy
- MC Dekker
- MC Hu
- MJ Ryzin Van
- PA Mora
- R Brame
- R Lacourse
- R Loeber
- RE Tremblay
- RJ Sampson
- S Côté
- S Glueck
- S Kasen
- S Mustillo
- SD Bushway
- SD Bushway
- T Hirschi
- TE Moffitt
- TM Gill
- Publication venue
- Springer US
- Publication date
- 01/01/2010
- Field of study
Dyspnea assessment and adverse events during sputum induction in COPD
- Author
- A Bhowmik
- American Thoracic Society (ATS)
- American Thoracic Society (ATS)
- BR Celli
- C Tantucci
- C Taube
- CM Flertcher
- DA Mahler
- Demosthenes Makris
- DS Renwick
- E Pizzichini
- ED Moloney
- ER Sutherland
- G Scano
- H Vlachos-Mayer
- I Pin
- JA Martinez
- JG Burdon
- JM Marin
- Joanna Moschandreas
- JP Finnerty
- JV Fahy
- K Ferrari
- L Eltayara
- M Saetta
- N Tzanakis
- Nikolaos M Siafakas
- Nikolaos Tzanakis
- NM Siafakas
- P Laveneziana
- PA Eggleston
- PA Wark
- PH Rytila
- PT de a Fuente
- R Ottanelli
- S Kobayashi
- SR Rutgers
- VHF Mak
- Publication venue
- BioMed Central
- Publication date
- 01/01/2006
- Field of study
BACKGROUND: The inhalation of normal or hypertonic saline during sputum induction (SI) may act as an indirect bronchoconstrictive stimulus leading to dyspnea and lung function deterioration. Our aim was to assess dyspnea and adverse events in COPD patients who undergo SI following a safety protocol. METHODS: Sputum was induced by normal and hypertonic (4.5%) saline solution in 65 patients with COPD of varying severity. In order to minimize saline-induced bronchoconstriction a protocol based on the European Respiratory Society sputum induction Task group report was followed. Dyspnea change was scored using the Borg scale and lung function was assessed by spirometry and oximetry. RESULTS: Borg score changes [median(IQR) 1.5(0–2)] were observed during SI in 40 subjects; 16 patients required temporary discontinuation of the procedure due to dyspnea-general discomfort and 2 did not complete the session due to dyspnea-wheezing. The change in Borg dyspnea score was significantly correlated with oxygen saturation and heart rate changes and with discontinuation of the procedure due to undesired symptoms. 19 subjects presented an hyperresponsive reaction (decline>20% from baseline FEV(1)). No significant correlation between Borg changes and FEV(1)decline was found. Patients with advanced COPD presented significantly greater Borg and oxygen saturation changes than patients with less severe disease (p = 0.02 and p = 0.001, respectively). Baseline FEV(1), oxygen saturation and 6MWT demonstrated significant diagnostic values in distinguishing subjects who develop an adverse physiologic reaction during the procedure. CONCLUSION: COPD patients undergoing SI following a safety protocol do not experience major adverse events. Dyspnea and oxygen desaturation is more likely to occur in patients with disease in advanced stages, leading to short discontinuation or less frequently to termination of the procedure. Baseline FEV(1), oxygen saturation and 6MWT may have a prognostic value for the development of these adverse events and might be useful to be evaluated in advance
Measuring Long Term Individual Trajectories of Offending Using Multiple Methods
- Author
- A Barnett
- A Barnett
- A Blumstein
- A Skrondal
- AAJ Blokland
- AAJ Blokland
- AAJ Blokland
- AM Haviland
- AR Piquero
- AR Piquero
- AS Bhati
- B Muthén
- B Muthén
- C Hay
- DP Farrington
- DP Farrington
- DS Nagin
- DS Nagin
- DS Nagin
- DS Nagin
- DS Nagin
- DW Osgood
- E Lacourse
- EP Eggleston
- EP Eggleston
- F Kreuter
- Gary Sweeten
- J Hagan
- J Horney
- JH Laub
- JH Laub
- JL Lauritsen
- LM Broidy
- M Gottfredson
- M Kurlychek
- M Warr
- P Gendreau
- P Nieuwbeerta
- P Nieuwbeerta
- Paul Nieuwbeerta
- R Apel
- R Paternoster
- RA Gordon
- RJ Sampson
- RJ Sampson
- RJ Sampson
- SD Bushway
- SD Bushway
- Shawn D. Bushway
- SW Raudenbush
- SW Raudenbush
- SW Raudenbush
- SW Raudenbush
- TE Moffitt
- TP Thornberry
- TP Thornberry
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study
Search for new phenomena in final states with an energetic jet and large missing transverse momentum in pp collisions at √ s = 8 TeV with the ATLAS detector
- Author
- Aad G
- Abbott B
- Abbott DC
- Abeling K
- Abhayasinghe DK
- Abidi SH
- AbouZeid OS
- Abraham NL
- Abramowicz H
- Abreu H
- Abud AA
- Abulaiti Y
- Acharya BS
- Achkar B
- Adachi S
- Adam L
- Adamczyk L
- Adamek L
- Adelman J
- Adersberger M
- Adiguzel A
- Adorni S
- Adye T
- Affolder AA
- Afik Y
- Agapopoulou C
- Agaras MN
- Aggarwal A
- Agheorghiesei C
- Aguilar-Saavedra JA
- Ahmadov F
- Ahmed WS
- Ai X
- Aielli G
- Akatsuka S
- Akesson TPA
- Akilli E
- Akimov A
- Al Khoury K
- Alberghi GL
- Albert J
- Alderweireldt S
- Aleksa M
- Aleksandrov IN
- Alexa C
- Alexopoulos T
- Alfonsi A
- Alfonsi F
- Alhroob M
- Ali B
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- Alimonti G
- Allaire C
- Allbrooke BMM
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- Allport PP
- Aloisio A
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- Alviggi MG
- Amaral Coutinho Y
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- Sanderswood IG
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- Tsukerman II
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- Varnes EW
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- Vossebeld JH
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- Vranjes N
- Vrba V
- Vreeswijk M
- Vuillermet R
- Vukotic I
- Wagner P
- Wagner W
- Wagner-Kuhr J
- Wahdan S
- Wahlberg H
- Walbrecht VM
- Walder J
- Walker R
- Walker SD
- Walkowiak W
- Wallangen V
- Wang AM
- Wang AZ
- Wang C
- Wang F
- Wang H
- Wang J
- Wang P
- Wang Q
- Wang R
- Wang R-J
- Wang SM
- Wang W
- Wang WT
- Wang WX
- Wang Y
- Wang Z
- Wanotayaroj C
- Warburton A
- Ward CP
- Wardrope DR
- Warrack N
- Washbrook A
- Watson AT
- Watson MF
- Watts G
- Waugh BM
- Webb AF
- Webb S
- Weber C
- Weber MS
- Weber SA
- Weber SM
- Weidberg AR
- Weingarten J
- Weirich M
- Weiser C
- Wells PS
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- Wengler T
- Wenig S
- Wermes N
- Werner MD
- Wessels M
- Weston TD
- Whalen K
- Whallon NL
- Wharton AM
- White A
- White AS
- White MJ
- Whiteson D
- Whitmore BW
- Wiedenmann W
- Wiel C
- Wielers M
- Wieseotte N
- Wiglesworth C
- Wiik-Fuchs LAM
- Wilkens HG
- Wilkins LJ
- Williams HH
- Williams S
- Willis C
- Willocq S
- Wingerter-Seez I
- Winkels E
- Winklmeier F
- Winston OJ
- Winter BT
- Wittgen M
- Wobisch M
- Wolf A
- Wolf TMH
- Wolff R
- Wolker R
- Wollrath J
- Wolter MW
- Wolters H
- Wong VWS
- Woods NL
- Worm SD
- Wosiek BK
- Wozniak KW
- Wraight K
- Wu SL
- Wu X
- Wu Y
- Wyatt TR
- Wynne BM
- Xella S
- Xi Z
- Xia L
- Xiao X
- Xiotidis I
- Xu D
- Xu H
- Xu L
- Xu T
- Xu W
- Xu Z
- Yabsley B
- Yacoob S
- Yajima K
- Yallup DP
- Yamaguchi N
- Yamaguchi Y
- Yamamoto A
- Yamatani M
- Yamazaki T
- Yamazaki Y
- Yan Z
- Yang HJ
- Yang HT
- Yang S
- Yang T
- Yang X
- Yang Y
- Yao W-M
- Yap YC
- Yasu Y
- Yatsenko E
- Ye H
- Ye J
- Ye S
- Yeletskikh I
- Yexley MR
- Yigitbasi E
- Yildiz HD
- Yorita K
- Yoshihara K
- Young C
- Young CJS
- Yu J
- Yuan R
- Yue X
- Zaazoua M
- Zabinski B
- Zacharis G
- Zaffaroni E
- Zahreddine J
- Zaitsev AM
- Zakareishvili T
- Zakharchuk N
- Zambito S
- Zanzi D
- Zaripovas DR
- Zeissner S
- Zeitnitz C
- Zemaityte G
- Zeng JC
- Zenin O
- Zenis T
- Zerwas D
- Zgubic M
- Zhang B
- Zhang DF
- Zhang G
- Zhang H
- Zhang J
- Zhang L
- Zhang M
- Zhang R
- Zhang S
- Zhang X
- Zhang Y
- Zhang Z
- Zhao P
- Zhao Z
- Zhemchugov A
- Zheng Z
- Zhong D
- Zhou B
- Zhou C
- Zhou M
- Zhou MS
- Zhou N
- Zhou Y
- Zhu C
- Zhu CG
- Zhu H
- Zhu HL
- Zhu J
- Zhu Y
- Zhuang X
- Zhukov K
- Zhulanov V
- Zieminska D
- Zimine N
- Zimmermann S
- Zinonos Z
- Ziolkowski M
- Zivkovic L
- Zobernig G
- Zoccoli A
- Zoch K
- Zorbas TG
- Zou R
- Zu Theenhausen HM
- Zwalinski L
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2015
- Field of study
Results of a search for new phenomena in final states with an energetic jet and large missing transverse momentum are reported. The search uses 20.3 fb−1 of √ s = 8 TeV data collected in 2012 with the ATLAS detector at the LHC. Events are required to have at least one jet with pT > 120 GeV and no leptons. Nine signal regions are considered with increasing missing transverse momentum requirements between Emiss T > 150 GeV and Emiss T > 700 GeV. Good agreement is observed between the number of events in data and Standard Model expectations. The results are translated into exclusion limits on models with either large extra spatial dimensions, pair production of weakly interacting dark matter candidates, or production of very light gravitinos in a gauge-mediated supersymmetric model. In addition, limits on the production of an invisibly decaying Higgs-like boson leading to similar topologies in the final state are presente
Dispersal Routes and Habitat Utilization of Juvenile Atlantic Bluefin Tuna, Thunnus thynnus, Tracked with Mini PSAT and Archival Tags
- Author
- A Corriero
- A Nielsen
- B Block
- B Galuardi
- B Galuardi
- BA Block
- BA Block
- Benjamin Galuardi
- C Calenge
- C Jørgensen
- C Porch
- CE Porch
- CH Lam
- CH Lam
- CJ Walters
- DB Eggleston
- DR Goethel
- DS Fudge
- DS Fudge
- ED Stevens
- EW Chapman
- F Royer
- FG Carey
- FG Carey
- FJ Mather
- GL Lawson
- H Arrizabalaga
- H Kishino
- H Yamashita
- ICCAT
- ICCAT
- J Carlsson
- J Hamre
- J Luo
- JA Estrada
- JA Sulikowski
- JH Churnside
- JM Fromentin
- JM Logan
- JP Hoolihan
- JR Rooker
- JR Sibert
- JS Gunn
- K Schaefer
- K Tiews
- K Tiews
- KM Schaefer
- KM Schaefer
- M Lutcavage
- MA Roffer
- ME Lutcavage
- MJ Juan-Jordá
- MK Musyl
- ML Domeier
- Molly Lutcavage
- PC Wilson
- R Brill
- R Dickhut
- R Tolentino
- RA Myers
- RA Myers
- RW Brill
- S Bestley
- SG Wilson
- SG Wilson
- SJ Auer
- Steven J. Bograd
- T Itoh
- T Kitagawa
- T Kitagawa
- T Meyer
- VR Restrepo
- Å Nielsen
- Publication venue
- Public Library of Science
- Publication date
- 22/05/2012
- Field of study
Between 2005 and 2009, we deployed 58 miniature pop-up satellite archival tags (PSAT) and 132 implanted archival tags on juvenile Atlantic bluefin tuna (age 2–5) in the northwest Atlantic Ocean. Data returned from these efforts (n = 26 PSATs, 1 archival tag) revealed their dispersal routes, horizontal and vertical movements and habitat utilization. All of the tagged bluefin tuna remained in the northwest Atlantic for the duration observed, and in summer months exhibited core-use of coastal seas extending from Maryland to Cape Cod, MA, (USA) out to the shelf break. Their winter distributions were more spatially disaggregated, ranging south to the South Atlantic Bight, northern Bahamas and Gulf Stream. Vertical habitat patterns showed that juvenile bluefin tuna mainly occupied shallow depths (mean = 5–12 m, sd = 15–23.7 m) and relatively warm water masses in summer (mean = 17.9–20.9°C, sd = 4.2–2.6°C) and had deeper and more variable depth patterns in winter (mean = 41–58 m, sd = 48.9–62.2 m). Our tagging results reveal annual dispersal patterns, behavior and oceanographic associations of juvenile Atlantic bluefin tuna that were only surmised in earlier studies. Fishery independent profiling from electronic tagging also provide spatially and temporally explicit information for evaluating dispersals rates, population structure and fisheries catch patterns
The Effect of Structural Complexity, Prey Density, and “Predator-Free Space” on Prey Survivorship at Created Oyster Reef Mesocosms
- Author
- A Bartholomew
- A Bartholomew
- AK Leight
- AR Russo
- AT Humphries
- Austin T. Humphries
- AW Stoner
- BJ Downes
- BP Kotler
- C Huffaker
- C Riginos
- CR Canion
- D Breitburg
- DA Soluk
- DB Eggleston
- DL Finke
- DM Warfe
- DM Warfe
- DS Wilcove
- E McCoy
- ED Dibble
- FS Scharf
- G Rilov
- G Stunz
- Gary A. Decossas
- GW Stunz
- IC Liao
- J Halley
- J Manatunge
- J Mattila
- J Van De Koppel
- JH Grabowski
- JH Grabowski
- JH Grabowski
- JM Harding
- JM Harding
- JS Beukers
- KA Hovel
- KL Heck
- L Persson
- LD Coen
- LD Coen
- LD Coen
- LP Rozas
- M Pattillo
- Matt Hayward
- ME Harmon
- Megan K. La Peyre
- MW Beck
- P Schmid
- R Underwood
- RJ Orth
- RJ Zimmerman
- RN Boothby
- RT Paine
- S Bell
- S Graham
- SJ Holbrook
- T Minello
- WG Nelson
- Publication venue
- Public Library of Science
- Publication date
- 01/12/2011
- Field of study
Interactions between predators and their prey are influenced by the habitat they occupy. Using created oyster (Crassostrea virginica) reef mesocosms, we conducted a series of laboratory experiments that created structure and manipulated complexity as well as prey density and “predator-free space” to examine the relationship between structural complexity and prey survivorship. Specifically, volume and spatial arrangement of oysters as well as prey density were manipulated, and the survivorship of prey (grass shrimp, Palaemonetes pugio) in the presence of a predator (wild red drum, Sciaenops ocellatus) was quantified. We found that the presence of structure increased prey survivorship, and that increasing complexity of this structure further increased survivorship, but only to a point. This agrees with the theory that structural complexity may influence predator-prey dynamics, but that a threshold exists with diminishing returns. These results held true even when prey density was scaled to structural complexity, or the amount of “predator-free space” was manipulated within our created reef mesocosms. The presence of structure and its complexity (oyster shell volume) were more important in facilitating prey survivorship than perceived refugia or density-dependent prey effects. A more accurate indicator of refugia might require “predator-free space” measures that also account for the available area within the structure itself (i.e., volume) and not just on the surface of a structure. Creating experiments that better mimic natural conditions and test a wider range of “predator-free space” are suggested to better understand the role of structural complexity in oyster reefs and other complex habitats
A simulation model approach to analysis of the business case for eliminating health care disparities
- Author
- A Atherly
- A Briggs
- AB Miller
- AC Izlar
- AD Paltiel
- AJ Apter
- AN Ortega
- AN Ortega
- AP Legorreta
- B Han
- BE Hillner
- CC Earle
- CI Li
- CJ Bradley
- CJ Bradley
- CJ Bradley
- CJ Bradley
- Consumer Reports
- CY Ko
- D Polsky
- David R Nerenz
- DD Sin
- DD Sin
- DM Eddy
- DM Mannino
- DN Pearlman
- DR Nerenz
- DR Nerenz
- DR Nerenz
- DR Nerenz
- DS May
- E Selvin
- E White
- EC Schneider
- ED Beaudreaux
- EJ Feuer
- EM Zoratti
- ES Ford
- ES Huang
- F deBrantes
- G Colice
- GM Leung
- Heart National Lung, and Blood Institute
- HG Welch
- Huiwen Zeng
- J Elston Lafata
- J Harris
- J Jacobellis
- JA Krishnan
- JB Campbell
- JG Donahue
- JH Glauber
- JH Lee
- JS Mandelblatt
- K Blanchard
- K Fiscella
- K Fiscella
- K Kerlikowske
- K Kerlikowske
- K Wisdom
- Kaan Tunceli
- KC Chu
- Keoki L Williams
- KL Warman
- KL Warman
- KS Collins
- KS Collins
- LA Smith
- LL Humphrey
- LM Reisch
- MB Rosenthal
- MG Cisternas
- MJ Hassett
- MS O'Malley
- MU Yood
- N Lurie
- National Cancer Institute
- National Committee for Quality Assurance
- National Committee on Quality Assurance
- NCQA
- NCQA
- NK Stout
- NM Astone
- NT Brewer
- PA Eggleston
- PF Short
- PG Moorman
- PM Vacek
- PPS Woo
- RB Burns
- RC Strunk
- S Nicholson
- S Suissa
- SA Joslyn
- SC Bibb
- SH Taplin
- SL Isaacs
- SR Erickson
- SW Fletcher
- TA Lieu
- TD Szucs
- VR Grann
- WA Satariano
- Yung-wen Liu
- Publication venue
- BioMed Central
- Publication date
- 01/01/2011
- Field of study
<p>Abstract</p> <p>Background</p> <p>Purchasers can play an important role in eliminating racial and ethnic disparities in health care. A need exists to develop a compelling "business case" from the employer perspective to put, and keep, the issue of racial/ethnic disparities in health care on the quality improvement agenda for health plans and providers.</p> <p>Methods</p> <p>To illustrate a method for calculating an employer business case for disparity reduction and to compare the business case in two clinical areas, we conducted analyses of the direct (medical care costs paid by employers) and indirect (absenteeism, productivity) effects of eliminating known racial/ethnic disparities in mammography screening and appropriate medication use for patients with asthma. We used Markov simulation models to estimate the consequences, for defined populations of African-American employees or health plan members, of a 10% increase in HEDIS mammography rates or a 10% increase in appropriate medication use among either adults or children/adolescents with asthma.</p> <p>Results</p> <p>The savings per employed African-American woman aged 50-65 associated with a 10% increase in HEDIS mammography rate, from direct medical expenses and indirect costs (absenteeism, productivity) combined, was 50.Thefindingsforasthmaweremorefavorablefromanemployerpointofviewatapproximately1,660 per person if raising medication adherence rates in African-American employees or dependents by 10%.</p> <p>Conclusions</p> <p>For the employer business case, both clinical scenarios modeled showed positive results. There is a greater potential financial gain related to eliminating a disparity in asthma medications than there is for eliminating a disparity in mammography rates.</p
Muon reconstruction and identification efficiency in ATLAS using the full Run 2 pp collision data set at \sqrt{s}=13 TeV
- Author
- Aad G
- Abbott B
- Abbott DC
- Abeling K
- Abhayasinghe DK
- Abidi SH
- AbouZeid OS
- Abraham NL
- Abramowicz H
- Abreu H
- Abud AA
- Abulaiti Y
- Acharya BS
- Achkar B
- Adam L
- Adamczyk L
- Adamek L
- Adelman J
- Adiguzel A
- Adorni S
- Adye T
- Affolder AA
- Afik Y
- Agapopoulou C
- Agaras MN
- Aggarwal A
- Agheorghiesei C
- Aguilar-Saavedra JA
- Agullo PM
- Ahmad A
- Ahmadov F
- Ahmed WS
- Ahnen JV
- Ai X
- Aielli G
- Akatsuka S
- Akbiyik M
- Akesson TPA
- Akilli E
- Akimov AV
- Alberghi GL
- Albert J
- Alderweireldt S
- Aleksa M
- Aleksandrov IN
- Alexa C
- Alexopoulos T
- Alfonsi A
- Alfonsi F
- Alhroob M
- Ali B
- Ali S
- Aliev M
- Alimonti G
- Allaire C
- Allbrooke BMM
- Allen BW
- Allport PP
- Aloisio A
- Alonso F
- Alpigiani C
- Alves FLL
- Alviggi MG
- Ambler A
- Ambroz L
- Amelung C
- Amidei D
- Amoroso S
- Amrouche CS
- An F
- Anastopoulos C
- Andari N
- Andeen T
- Anders JK
- Andrean SY
- Andreazza A
- Andrei V
- Anelli CR
- Angelidakis S
- Angerami A
- Anisenkov AV
- Annovi A
- Antel C
- Anthony MT
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- Zhemchugov A
- Zheng Z
- Zhong D
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- Zieminska D
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- Zimmermann S
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- Zivkovic L
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- Zoccoli A
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- Zorbas TG
- Zou R
- Zwalinski L
- Publication venue
- 'Springer Fachmedien Wiesbaden GmbH'
- Publication date
- 01/01/2021
- Field of study
This article documents the muon reconstruction and identification efficiency obtained by the ATLAS experiment for 139 \hbox {fb}^{-1} of pp collision data at \sqrt{s}=13 TeV collected between 2015 and 2018 during Run 2 of the LHC. The increased instantaneous luminosity delivered by the LHC over this period required a reoptimisation of the criteria for the identification of prompt muons. Improved and newly developed algorithms were deployed to preserve high muon identification efficiency with a low misidentification rate and good momentum resolution. The availability of large samples of Z\rightarrow \mu \mu and J/\psi \rightarrow \mu \mu decays, and the minimisation of systematic uncertainties, allows the efficiencies of criteria for muon identification, primary vertex association, and isolation to be measured with an accuracy at the per-mille level in the bulk of the phase space, and up to the percent level in complex kinematic configurations. Excellent performance is achieved over a range of transverse momenta from 3 GeV to several hundred GeV, and across the full muon detector acceptance of |\eta |<2.7
Measurement of single top-quark production in association with a W boson in the single-lepton channel at \sqrt{s} = 8\,\text {TeV} with the ATLAS detector
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- Zhemchugov A
- Zheng Z
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- Zimmermann S
- Zinonos Z
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- Zou R
- Zu Theenhausen HM
- Zwalinski L
- Publication venue
- 'Springer Fachmedien Wiesbaden GmbH'
- Publication date
- 01/01/2021
- Field of study
The production cross-section of a top quark in association with a W boson is measured using proton–proton collisions at \sqrt{s} = 8\,\text {TeV}. The dataset corresponds to an integrated luminosity of 20.2\,\text {fb}^{-1}, and was collected in 2012 by the ATLAS detector at the Large Hadron Collider at CERN. The analysis is performed in the single-lepton channel. Events are selected by requiring one isolated lepton (electron or muon) and at least three jets. A neural network is trained to separate the tW signal from the dominant t{\bar{t}} background. The cross-section is extracted from a binned profile maximum-likelihood fit to a two-dimensional discriminant built from the neural-network output and the invariant mass of the hadronically decaying W boson. The measured cross-section is \sigma _{tW} = 26 \pm 7\,\text {pb}, in good agreement with the Standard Model expectation
Measurements of Higgs bosons decaying to bottom quarks from vector boson fusion production with the ATLAS experiment at √=13TeV
- Author
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- Abhayasinghe DK
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- Wolter MW
- Wolters H
- Wong VWS
- Wongel AF
- Woods NL
- Worm SD
- Wosiek BK
- Woźniak KW
- Wraight K
- Wu SL
- Wu X
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- Wuerzinger J
- Wyatt TR
- Wynne BM
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- Xella S
- Xiang J
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- Xiotidis I
- Xu D
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- Xu W
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- Xu Z
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- Yabsley B
- Yacoob S
- Yallup DP
- Yamaguchi N
- Yamaguchi Y
- Yamatani M
- Yamauchi H
- Yamazaki T
- Yamazaki Y
- Yan J
- Yan Z
- Yang HJ
- Yang HT
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- Yao W-M
- Yap YC
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- Yeletskikh I
- Yexley MR
- Yildiz HD
- Yin P
- Yorita K
- Yoshihara K
- Young C
- Young CJS
- Yuan R
- Yue X
- Zaazoua M
- Zabinski B
- Zacharis G
- Zaffaroni E
- Zagazeta LFG
- Zahreddine J
- Zaitsev AM
- Zakareishvili T
- Zakharchuk N
- Zambito S
- Zanzi D
- Zeitnitz C
- Zeißner SV
- Zemaityte G
- Zeng JC
- Zenin O
- Zenz S
- Zerradi S
- Zerwas D
- Zgubič M
- Zhang B
- Zhang DF
- Zhang G
- Zhang J
- Zhang K
- Zhang L
- Zhang L
- Zhang M
- Zhang R
- Zhang S
- Zhang X
- Zhang X
- Zhang Y
- Zhang Z
- Zhao P
- Zhao Y
- Zhao Z
- Zhemchugov A
- Zheng Z
- Zhong D
- Zhou B
- Zhou C
- Zhou H
- Zhou M
- Zhou N
- Zhou Y
- Zhu C
- Zhu CG
- Zhu H
- Zhu HL
- Zhu J
- Zhu Y
- Zhuang X
- Zhukov K
- Zhulanov V
- Zieminska D
- Zimine NI
- Zimmermann S
- Zinonos Z
- Ziolkowski M
- Zoccoli A
- Zoch K
- Zorbas TG
- Zou R
- Zwalinski L
- Åkesson TPA
- Öncel ÖO
- Ženiš T
- Živković L
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 23/06/2021
- Field of study
The paper presents a measurement of the Standard Model Higgs Boson decaying to b-quark pairs in the vector boson fusion (VBF) production mode. A sample corresponding to 126 fb−1 of s√=13TeV proton–proton collision data, collected with the ATLAS experiment at the Large Hadron Collider, is analyzed utilizing an adversarial neural network for event classification. The signal strength, defined as the ratio of the measured signal yield to that predicted by the Standard Model for VBF Higgs production, is measured to be 0.95+0.38−0.36 , corresponding to an observed (expected) significance of 2.6 (2.8) standard deviations from the background only hypothesis. The results are additionally combined with an analysis of Higgs bosons decaying to b-quarks, produced via VBF in association with a photon
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