161 research outputs found
Combining estimates of interest in prognostic modelling studies after multiple imputation: current practice and guidelines
- Author
- A Burton
- A Rouxel
- AC Mertens
- Andrea Marshall
- BL Thomsen
- C Serrat
- D Collett
- DB Rubin
- DB Rubin
- DB Rubin
- DG Altman
- Douglas G Altman
- DW Hosmer
- FE Harrell
- FE Harrell
- FR Hampel
- G Ambler
- G Vaughn
- HC van Houwelingen
- J O'Quigley
- JA Hoeting
- JC Wyatt
- JL Schafer
- JW Graham
- KH Li
- M Schemper
- M Schemper
- MG Kenward
- MW Heymans
- N Orsini
- O Harel
- P Peduzzi
- P Royston
- Patrick Royston
- RA Fisher
- Roger L Holder
- S Gill
- S Sinharay
- S van Buuren
- T Bärnighausen
- TG Clark
- TG Clark
- WM Stadler
- XL Meng
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2009
- Field of study
Background: Multiple imputation (MI) provides an effective approach to handle missing covariate
data within prognostic modelling studies, as it can properly account for the missing data
uncertainty. The multiply imputed datasets are each analysed using standard prognostic modelling
techniques to obtain the estimates of interest. The estimates from each imputed dataset are then
combined into one overall estimate and variance, incorporating both the within and between
imputation variability. Rubin's rules for combining these multiply imputed estimates are based on
asymptotic theory. The resulting combined estimates may be more accurate if the posterior
distribution of the population parameter of interest is better approximated by the normal
distribution. However, the normality assumption may not be appropriate for all the parameters of
interest when analysing prognostic modelling studies, such as predicted survival probabilities and
model performance measures.
Methods: Guidelines for combining the estimates of interest when analysing prognostic modelling
studies are provided. A literature review is performed to identify current practice for combining
such estimates in prognostic modelling studies.
Results: Methods for combining all reported estimates after MI were not well reported in the
current literature. Rubin's rules without applying any transformations were the standard approach
used, when any method was stated.
Conclusion: The proposed simple guidelines for combining estimates after MI may lead to a wider
and more appropriate use of MI in future prognostic modelling studies
Bluetongue: a historical and epidemiological perspective with the emphasis on South Africa
- Author
- A Pini
- A Theiler
- A Theiler
- A Wilson
- AA van Dijk
- AR Gould
- B Dungu
- B Hemati
- BI Osburn
- BJ Barnard
- BJ Erasmus
- BJ Erasmus
- BJ Erasmus
- BJH Barnard
- BV Purse
- C He
- C Saegerman
- CA Batten
- CR Mahrt
- D Dercksen
- D Hutcheon
- D Hutcheon
- DW Verwoerd
- DW Verwoerd
- DW Verwoerd
- DW Verwoerd
- E Breard
- E Veronesi
- E Veronesi
- EC Borden
- EM Nevill
- EM Nevill
- EP Gibbs
- Estelle H Venter
- F Dal Pozzo
- FD Menzies
- FR Holbrook
- G Carpi
- G Savini
- G Vercauteren
- GH Gerdes
- GJ Venter
- GJ Venter
- GJ Venter
- GY Akita
- H Huismans
- H Huismans
- J Manso-Ribeiro
- J Spreull
- JL Stott
- JT Paweska
- KA Alexander
- M Belhouchet
- M Van Niekerk
- Maria Stokstad
- Mette Myrmel
- Moritz Van Vuuren
- N Lacetera
- NJ Maclachlan
- NJ Maclachlan
- NJ Maclachlan
- NJ Maclachlan
- NJ Maclachlan
- P Kirkland
- PD Kirkland
- Peter Coetzee
- PG Howell
- PG Howell
- PPC Mertens
- PS Mellor
- R Meiswinkel
- RA Alexander
- RA Vosdingh
- RM Du Toit
- RM Gambles
- S Maan
- S Maan
- S Zientara
- SK Samal
- SK Samal
- SM Barratt-Boyes
- SM Barratt-Boyes
- T Tollersrud
- WJ Tabachnick
- WO Neitz
- WO Neitz
- WT Hardy
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study
Search for Dark Matter and Supersymmetry with a Compressed Mass Spectrum in the Vector Boson Fusion Topology in Proton-Proton Collisions at root s=8 TeV
- Author
- Aarrestad TK
- Abbaneo D
- Abbiendi G
- Abbrescia M
- Abdullin S
- Abdulsalam A
- Abu Zeid S
- Ackert A
- Acosta D
- Acosta JG
- Adair A
- Adam W
- Adams JR
- Adams MR
- Adams T
- Adiguzel A
- Adzic P
- Agapitos A
- Aggleton R
- Agram J-L
- Ahmad A
- Ahmad M
- Ahmad M
- Ahmed I
- Ahuja S
- Akchurin N
- Akgun B
- Al-bataineh A
- Albergo S
- Albrow M
- Alcaraz Maestre J
- Aldaya Martin M
- Alderweireldt S
- Aldá Júnior WL
- Aleksandrov A
- Alexander J
- Alimena J
- Almond J
- Alunni Solestizi L
- Alverson G
- Alves FL
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- Anagnostou G
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- Yonamine R
- Yoo HD
- Yoo J
- You C
- Yu GB
- Yu I
- Yu SS
- Yumiceva F
- Yusli MN
- Zabel J
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- Zakaria M
- Zalewski P
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- Zevi Della Porta G
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- Publication venue
- Publication date
- 01/01/2016
- Field of study
Peer reviewe
Combined measurements of Higgs boson couplings in proton- proton collisions at v s=13TeV
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- Aarrestad T. K.
- Abbaneo D.
- Abbiendi G.
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- Publication venue
- Publication date
- 01/01/2018
- Field of study
Combined measurements of the production and decay rates of the Higgs boson, as well as its couplings to vector bosons and fermions, are presented. The analysis uses the LHC proton-proton collision data set recorded with the CMS detector in 2016 at fb-1. The combination is based on analyses targeting the five main Higgs boson production mechanisms (gluon fusion, vector boson fusion, and associated production with a W or Z boson, or a top quark-antiquark pair) and the following decay modes: H, ZZ, WW, , bb, and . Searches for invisible Higgs boson decays are also considered. The best-fit ratio of the signal yield to the standard model expectation is measured to be =1.17 +/- 0.10, assuming a Higgs boson mass of 125.09. Additional results are given for various assumptions on the scaling behavior of the production and decay modes, including generic parametrizations based on ratios of cross sections and branching fractions or couplings. The results are compatible with the standard model predictions in all parametrizations considered. In addition, constraints are placed on various two Higgs doublet models.Peer reviewe
Measurement of the WZ production cross section in pp collisions at root s=13 Tev
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- Abbaneo D
- Abbiendi G
- Abbrescia M
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- Zsigmond AJ
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- Publication venue
- Publication date
- 01/01/2015
- Field of study
Peer reviewe
Relative Modification of Prompt psi(2S) and J/psi Yields from pp to PbPb Collisions at root(S)(NN)=5.02 TeV
- Author
- Aarrestad TK
- Abbaneo D
- Abbiendi G
- Abbrescia M
- Abdullah WATW
- Abdullin S
- Abdulsalam A
- Abercrombie D
- Abu Zeid S
- Ackert A
- Acosta D
- Acosta JG
- Acosta MV
- Adair A
- Adam W
- Adams JR
- Adams MR
- Adams T
- Adiguzel A
- Adzic P
- Afanasiev S
- Agapitos A
- Aggleton R
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- Ahmad A
- Ahmad M
- Ahmad M
- Ahmed I
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- Alderweireldt S
- Aleksandrov A
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- Yumiceva F
- Yusli MN
- Zabel J
- Zabi A
- Zaganidis N
- Zagozdzinska A
- Zakaria M
- Zalewski P
- Zanetti A
- Zanetti M
- Zarubin A
- Zeinali M
- Zenoni F
- Zenz SC
- Zeuner WD
- Zeyrek M
- Zghiche A
- Zhang F
- Zhang H
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- Zhao J
- Zhokin A
- Zhu RY
- Zhukova V
- Zientek M
- Zolkapli Z
- Zorbakir IS
- Zorbilmez C
- Zotto P
- Zou D
- Zsigmond AJ
- Zucchetta A
- Zumerle G
- Zuranski A
- Zykunov V
- Publication venue
- Publication date
- 04/11/2016
- Field of study
Peer reviewe
Search for Higgs boson pair production in the gamma gamma b(b)over-bar final state in pp collisions at root s=13 TeV
- Author
- Aarrestad TK
- Abbaneo D
- Abbiendi G
- Abbrescia M
- Abdullah WAT Wan
- Abdullin S
- Abdulsalam A
- Abercrombie D
- Abu Zeid S
- Ackert A
- Acosta D
- Acosta JG
- Acosta M Vazquez
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- Publication venue
- Publication date
- 01/01/2018
- Field of study
A search is presented for the production of a pair of Higgs bosons, where one decays into two photons and the other one into a bottom quark-antiquark pair. The analysis is performed using proton-proton collision data at root s = 13 TeV recorded in 2016 by the CMS detector at the LHC, corresponding to an integrated luminosity of 35.9 fb(-1) . The results are in agreement with standard model (SM) predictions. In a search for resonant production, upper limits are set on the cross section for new spin-0 or spin-2 particles. For the SM-like nonresonant production hypothesis, the data exclude a product of cross section and branching fraction larger than 2.0 fb at 95% confidence level (CL), corresponding to about 24 times the SM prediction. Values of the effective Higgs boson self-coupling K X are constrained to be within the range -11 < K-lambda < 17 at 95% CL, assuming all other Higgs boson couplings are at their SM value. The constraints on K-lambda, are the most restrictive to date. (C) 2018 The Author(s). Published by Elsevier B.V.Peer reviewe
Measurements of the t(t)over-bar production cross section in lepton plus jets final states in pp collisions at 8 and ratio of 8 to 7 TeV cross sections
- Author
- Aarrestad TK
- Abbaneo D
- Abbiendi G
- Abbrescia M
- Abdelalim AA
- Abdullin S
- Abdulsalam A
- Ackert A
- Acosta D
- Acosta JG
- Adair A
- Adam W
- Adams JR
- Adams MR
- Adams T
- Adiguzel A
- Adzic P
- Afanasiev S
- Agapitos A
- Aggleton R
- Agram J-L
- Ahmad A
- Ahmad M
- Ahmad M
- Ahmed I
- Ahuja S
- Akbiyik M
- Akchurin N
- Akgun B
- Akin IV
- Albajar C
- Albrow M
- Alcaraz Maestre J
- Aldaya Martin M
- Alderweireldt S
- Aldá Júnior WL
- Aleksandrov A
- Alexander J
- Alimena J
- Alunni Solestizi L
- Alverson G
- Alves FL
- Alves GA
- Alyari M
- Amapane N
- Amsler C
- Anagnostou G
- Anderson D
- Anderson I
- Anderson J
- Andrea J
- Andreev V
- Andreev Yu
- Andrews MB
- Androsov K
- Anelli C
- Antonelli L
- Antropov I
- Antunovic Z
- Apanasevich L
- Apollinari G
- Appelt E
- Apresyan A
- Apyan A
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- Publication venue
- Publication date
- 01/01/2016
- Field of study
Peer reviewe
Search for lepton flavour violating decays of the Higgs boson to eτand eμin proton–proton collisions at √s=8TeV
- Author
- Aarrestad TK
- Abbaneo D
- Abbiendi G
- Abbrescia M
- Abdelalim AA
- Abdullin S
- Abdulsalam A
- Abu Zeid S
- Ackert A
- Acosta D
- Acosta JG
- Adair A
- Adam W
- Adams JR
- Adams MR
- Adams T
- Adiguzel A
- Adzic P
- Agapitos A
- Aggleton R
- Agram J-L
- Ahmad A
- Ahmad M
- Ahmad M
- Ahmed I
- Ahuja S
- Akchurin N
- Akgun B
- Akin IV
- Albajar C
- Albrow M
- Alcaraz Maestre J
- Aldaya Martin M
- Alderweireldt S
- Aldá Júnior WL
- Aleksandrov A
- Alexander J
- Alimena J
- Alunni Solestizi L
- Alverson G
- Alves FL
- Alves GA
- Alyari M
- Amapane N
- Amsler C
- Anagnostou G
- Anderson D
- Anderson I
- Andrea J
- Andreev V
- Andreev Yu
- Andrews MB
- Androsov K
- Anelli C
- Antonelli L
- Antropov I
- Antunovic Z
- Apanasevich L
- Apollinari G
- Appelt E
- Apresyan A
- Apyan A
- Arcaro D
- Arcidiacono R
- Arenton MW
- Argiro S
- Arneodo M
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- Asavapibhop B
- Asawatangtrakuldee C
- Asilar E
- Asin I
- Askew A
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- Attikis A
- Aubin A
- Auffray E
- Autermann C
- Auzinger G
- Avdeeva E
- Avery P
- Avetisyan A
- Avila C
- Awad A
- Azarkin M
- Azhgirey I
- Aziz T
- Azzi P
- Azzolini V
- Azzurri P
- Baarmand MM
- Baber M
- Bacchetta N
- Bachmair F
- Bachtis M
- Baden A
- Baffioni S
- Bagliesi G
- Baillon P
- Bainbridge R
- Bakhshiansohi H
- Bakirci MN
- Ball AH
- Ball F
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- Banerjee S
- Bansal S
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- Bauerdick LAT
- Baumgartel D
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- Behnke O
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- Berry D
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- Yazgan E
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- Yetkin EA
- Yetkin T
- Yi K
- Yilmaz Y
- Yohay R
- Yonamine R
- Yoo HD
- Yoo J
- You C
- Yu I
- Yu SS
- Yumiceva F
- Yusli MN
- Zabel J
- Zabi A
- Zaganidis N
- Zagozdzinska A
- Zakaria M
- Zalewski P
- Zanetti A
- Zanetti M
- Zarubin A
- Zeinali M
- Zenoni F
- Zenz SC
- Zeuner WD
- Zevi Della Porta G
- Zeyrek M
- Zghiche A
- Zhang F
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- Zhu RY
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- Zorbilmez C
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- Zou D
- Zsigmond AJ
- Zucchetta A
- Zumerle G
- Zuranski A
- Publication venue
- Elsevier
- Publication date
- 01/01/2016
- Field of study
A direct search for lepton flavour violating decays of the Higgs boson (H) in the H →eτand H →eμchannels is described. The data sample used in the search was collected in proton–proton collisions at √s=8TeVwith the CMS detector at the LHC and corresponds to an integrated luminosity of 19.7fb−1. No evidence is found for lepton flavour violating decays in either final state. Upper limits on the branching fractions, B(H →eτ) <0.69%and B(H →eμ) <0.035%, are set at the 95% confidence level. The constraint set on B(H →eτ)is an order of magnitude more stringent than the existing indirect limits. The limits are used to constrain the corresponding flavour violating Yukawa couplings, absent in the standard model
Search for the X(5568) State Decaying into B-s(0)pi(+/-) in Proton-Proton Collisions at root s=8 TeV
- Author
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- Abbaneo D
- Abbiendi G
- Abbrescia M
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- Abu Zeid S
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- Publication venue
- Publication date
- 01/01/2017
- Field of study
A search for resonancelike structures in the B-s(0)pi(+/-) invariant mass spectrum is performed using proton-proton collision data collected by the CMS experiment at the LHC at root s = 8 TeV, corresponding to an integrated luminosity of 19.7 fb(-1). The B-s(0) mesons are reconstructed in the decay chain B-s(0) -> J/Psi phi, with J/Psi -> mu(+) mu(-) and phi -> K+K-. The B-s(0)pi(+/-) invariant mass distribution shows no statistically significant peaks for different selection requirements on the reconstructed B-s(0) and pi(+/-) candidates. Upper limits are set on the relative production rates of the X(5568) and B-s(0) states times the branching fraction of the decay X(5568)(+/-) -> B-s(0)pi(+/-). In addition, upper limits are obtained as a function of the mass and the natural width of possible exotic states decaying into B-s(0)pi(+/-).Peer reviewe
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