8 research outputs found
Nancy, Greta and Casey, Oh My! Public Access to Criminal Discovery Records: A Look Behind the Curtain in the Age of the Twenty-Four Hour News Cycle
- Author
- &
- . V Gannett Co
- Alex Weprin
- Alexander Meiklejohn
- Alexander Meiklejohn
- American Bar
- Andrew Goldstein
- Andrew Goldstein
- Anne Cohen
- Anne Cohen
- Ariz R P Crim
- Armindo Bepko
- Armindo Bepko
- Arthur Miller
- Arthur Miller
- Ballentine&apos
- Black&apos
- Black&apos
- Bludworth V
- Brady V Maryland
- Brady V Maryland
- Brian Pafundi
- Bruce Cadwallader
- Cal Gov&apos
- Cayleedaily
- Charles Davis
- Chris Slobogin
- Code Ohio Rev
- Comp Ill
- Crim P Utah R
- Criminal American Bar Association
- Criminal American Bar Association
- Criminal American Bar Association
- Criminal American Bar Association
- Dan Abrams Discusses
- Daniel Solove
- Daniel Solove
- Del
- Dennis Murphy
- Diane Bratvold
- Diane Bratvold
- Drew Petrimoulx
- Drew Petrimoulx
- E
- E
- E G See
- E G See
- E G See
- E G See
- E G See
- E G See
- E G See
- E G See
- E G See
- E G See
- E See
- E-Mail From Bradley Burnette
- Etan Horowitz
- Eugene Cerruti
- Fla
- Fla
- Foxnews
- Foxnews
- Foxnews
- Foxnews
- G A Ann
- Gary Pinter
- Gigi Stone
- Greta Van Susteren
- Hal Boedecker
- Hal Boedecker
- Hal Boedecker
- Hal Boedeker
- Herald V Miami
- Holly Bristow
- Howard Erichson
- Howard Erichson
- Id
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- James Rainey
- Jane Velez-Mitchell
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- Jerold Israel
- Jerold Israel
- Jerold Israel
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- John L Worrall
- Katherine Pownell
- Katherine Pownell
- Katherine Webster
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- Lee Ferran
- Lynn Oberlander
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- Nancy Grace
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- Naphtali Lewis And Meyer Reinhold
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- Okla
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- Peter Winn
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- Photobucket
- R Colo
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- Richard Marcus
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- Richard Peltz
- Richmond Newspapers
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- Robert Fletcher
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- Seymour Moskowitz
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- Statutes
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- The Justice Project
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- Walter Pacheco
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- William Brennan
- William Brennan
- Wm
- Wm
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2009
- Field of study
Recommended from our members
Search for gravitational waves from Scorpius X-1 in the first Advanced LIGO observing run with a hidden Markov model
- Author
- Abbott  Benjamin P.
- Abbott  Rich
- Abbott  Thomas D.
- Acernese  Fausto
- Ackley  Kendall
- Adams  Carl
- Adams  Thomas
- Addesso  Paolo
- Adhikari  Rana X.
- Adya  Vaishali B.
- Affeldt  Christoph
- Afrough  Mohammad
- Agarwal  Bhanu
- Agatsuma  Kazuhiro
- Aggarwal  Nancy
- Aguiar  Odylio D.
- Aiello  Lorenzo
- Ain  Anirban
- Ajith  P.
- Allen  Bruce
- Allen  Gabrielle
- Allocca  Annalisa
- Almoubayyed  Husni
- Altin  Paul A.
- Amato  A.
- Ananyeva  Alena
- Anderson  Stuart B.
- Anderson  Warren G.
- Antier  Sarah
- Appert  Stephen
- Arai  Koji
- Araya  Melody C.
- Areeda  Joseph S.
- Arnaud  Nicolas
- Arun  Kg G.
- Ascenzi  Stefano
- Ashton  Gregory
- Ast  M.
- Aston  Stuart M.
- Astone  Pia
- Aufmuth  Peter
- Aulbert  Carsten
- Aultoneal  K.
- Avila-Alvarez  A.
- Babak  Stanislav
- Bacon  Philippe
- Bader  Maria K.M.
- Bae  Sangwook
- Baker  Paul T.
- Baldaccini  Francesca
- Ballardin  Giulio
- Ballmer  Stefan W.
- Banagiri  Sharan
- Barayoga  Juan C.
- Barclay  Sheena E.
- Barish  Barry C.
- Barker  David
- Barone  Fabrizio
- Barr  Bryan
- Barsotti  Lisa
- Barsuglia  Matteo
- Barta  Daniel
- Bartlett  Jeffrey
- Bartos  Imre
- Bassiri  Riccardo
- Basti  Andrea
- Batch  James C.
- Baune  Christoph
- Bawaj  M.
- Bazzan  Marco
- Beer  Christian
- Bejger  Michal
- Belahcene  Imene
- Bell  Angus S.
- Berger  Beverly K.
- Bergmann  Gerald
- Berry  Christopher P.L.
- Bersanetti  Diego
- Bertolini  Alessandro
- Betzwieser  Joseph
- Bhagwat  Swetha
- Bhandare  Rohan
- Bilenko  Igor A.
- Billingsley  Garilynn
- Billman  Chris R.
- Birch  Jeremy
- Birney  Ross
- Birnholtz  Ofek
- Biscans  Sebastien
- Bisht  Aparna
- Bitossi  Massimiliano
- Biwer  Christopher
- Bizouard  Marie-Anne
- Blackburn  J.K.
- Blackman  Jonathan
- Blair  Carl D.
- Blair  David G.
- Blair  Ryan M.
- Bécsy  Bence
- Etienne  Zachariah B.
- Wang  Michael
- Publication venue
- Publication date
- 01/01/2017
- Field of study
Results are presented from a semicoherent search for continuous gravitational waves from the brightest low-mass X-ray binary, Scorpius X-1, using data collected during the first Advanced LIGO observing run. The search combines a frequency domain matched filter (Bessel-weighted F-statistic) with a hidden Markov model to track wandering of the neutron star spin frequency. No evidence of gravitational waves is found in the frequency range 60â650 Hz. Frequentist 95% confidence strain upper limits, h095%=4.0Ă10-25, 8.3Ă10-25, and 3.0Ă10-25 for electromagnetically restricted source orientation, unknown polarization, and circular polarization, respectively, are reported at 106 Hz. They are â€10 times higher than the theoretical torque-balance limit at 106 Hz
Coronal Heating as Determined by the Solar Flare Frequency Distribution Obtained by Aggregating Case Studies
- Author
- Aaron James Holland
- Abdullah Jumana T.
- Abrams Jonathan M.
- Abrashoff Riley
- Acevedo Andres B.
- Acha Iker
- Acosta Daniela M. Meza
- Adam Megan M.
- Adams Dante Q.
- Adams Elena R
- Adams Kalvyn N
- Akbar Zainab A.
- Akruwala Ushmi H.
- Al-Ghazwi Adel
- AlAbbas Batool H.
- Alahmed Mohammed S.
- AlAwadhi Areej A.
- Albakr Mohammed A.
- Albalushi Yusef J.
- Albaum Jonathan
- Aldhamen Ahmed
- Ales Nolan
- Alesmail Mohammad
- Alhabeeb Abdulelah
- Alhamli Dania
- AlHarbi Yazeed A.
- Alhuseini Isehaq
- Alkaabi Suhail
- Alkhezzi Tameem
- Alkubaisi Mohamed
- Allanqawi Nasser
- Allsbrook Martin
- Almohsen Yousef A.
- Almquist Justin Thomas
- Alnaji Teeb
- Alnasrallah Yousef A
- Alonzi Nicholas
- Alosaimi Meshal
- Alqabani Emeen
- Alrubaie Mohammad
- Alsinan Reema A.
- Altenbern Ava L.
- Altokhais Abdullah
- Alyami Saleh A.
- Ameijenda Federico
- Amer Hamzi
- Amos Meggan
- Anderson Hunter J.
- Andrew Carter
- Andringa Jesse C
- Angwin Abigail
- Aradhya Arvind J.
- Aramians Andrew
- Arango Camila Villamil
- Archibald Jack. W.
- Arias-Robles Brian A.
- Aryan Maryam
- Ash Kevin
- Astalos Justin
- Atchley-Rivers N. S.
- Augenstein Dakota N.
- Austin Bryce W.
- Avula Abhinav
- Aycock Matthew C.
- Baflah Abdulrahman A.
- Balaji Sahana
- Balajonda Brian
- Balcer Leo M
- Baldwin James O.
- Banda David J
- Bard Titus
- Barmore Abby
- Barnes Grant M.
- Barnhart Logan D. W.
- Barone Kevin M.
- Bartman Jessica L.
- Bassel Claire
- Bastias Catalina S
- Bat-Ulzii Batchimeg
- Batra Jasleen
- Battist Lexi
- Bay Joshua
- Beach Simone
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- Beato Quinn I
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- Billman Jayce A.
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- Brzostowicz A.
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- Burton Nicholas David
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- Coleman-Plante Aislinn
- Colleran Jake R.
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- Colozzi Michael
- Colter Aurora
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- Conroy Thomas C.
- Conti Reese
- Contizano Charles J.
- Cool Destiny J.
- Cooper Nicholas M.
- Corbitt Jessica S
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- Craig Wilmsen B.
- Creany Joshua B.
- Crews Anastasia
- Crocker K. A.
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- Crow Christian J.
- Cruse Zoe
- Cruz Avril
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- Current Hayden
- Curry Riley T.
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- Dabberdt Frederick M.
- Daboub Johnston
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- Das Swagatam
- Davis Emma A. B.
- de La Beaujardiere Tristan
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- Del Foco Leonardo
- Delasantos Megan E.
- Deng Tianyue
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- Do Helen C.
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- Dominguez J.
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- Doran Caroline R.
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- Dresdner Danielle C.
- Driscoll Kailer H.
- Driscoll Michael
- Duncan Sheridan J.
- Dunlap Christian
- Dunn Gabrielle M.
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- Frick Florian G.
- Fuchs Calvin R.
- Fuhrman Bethany E. S.
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- Gabir Moutamen
- Galarraga Gabriela
- Gale Skylar
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- Gapin Keala C.
- Garscadden A. J.
- Gasser Rachel
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- Gearhart Emily E.
- Geerdts T. R.
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- Georgiades Nathaniel James
- Gerhardstein Phillip
- Gersabeck Clint
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- Gilmartin Dalton
- Gilpatrick Connor B.
- Gjini Michael
- Golden Olivia
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- Goldsberry C. A.
- Gomez Angel A.
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- Gopalakrishnan Sean
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- Gotlib Nicholas
- Graham Alaina S.
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- Grell Kristyn
- Griego Justus
- Griffin Kyle J.
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- Guerrero Matt
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- Gustavsson E. R.
- Hach Grace K.
- Haile L. N.
- Haines Jessica
- Hale Jack J. Mc
- Hales Ryder Buchanan
- Haley Mark S.
- Hall Jacqueline L.
- Hamilton Sean R.
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- Hansen Connor M
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- Haratsaris Nicholas
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- Harris Coyle M.
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- Hashiro Kyle
- Hattendorf Elsie
- Haubrich Calder
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- Hayrynen Griffin A.
- Heintz Danielle A.
- Hellweg Tim
- Hernandez Angel
- Herrera Emanuel
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- Hiatt Quinn
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- Highhouse Nigel
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- Hirschmann Anna E.
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- Horne Linda
- Horning Thomas M.
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- House Jr. Tony A.
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- Jacobsen Thomas
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- Juels Parker
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- Khan Usman
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- Kim Brian T.
- Kim Jake
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- Kimlicko Aspen
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- Kleinhaus Olivia R.
- Knott Philip Whiting
- Koch Will
- Koenig Greta
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- Logan Timothy W.
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- Lookhoff Emily
- Loomis N. E.
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- Malone Ryan A.
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- Mathieson Randi M.
- Mathur Kabir P.
- Mauer Graham
- Mayer Victoria A.
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- VanEtten Eleanor
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- Vaver Nicholas J.
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- Venegas Nancy Ortiz
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- Vogel Connor Maklain
- von Peccoz Charles B. Beck
- Von Reich Ferin J.
- Wagoner Michaela
- Wallace Logan
- Wallace Steven P.
- Waller Caroline
- Wang Chaoran
- Wang Hongda
- Wang Jiawei
- Warble Keenan
- Ward-Chene N. R. D.
- Watson James Adam
- Weber Robert J.
- Wegner Aidan B.
- Weigand Anthony A
- Weiner Amanda M.
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- West Ayana
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- Wheeler Nicola H.
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- Wickenden Evan
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- Wilkinson Blake C.
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- Witkoff Briahn
- Wolfe Aubrey M.
- Wolle Jackson R.
- Wood Travis M.
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- Woodraska Donald L.
- Wootten Katelynn
- Wu Mengyu
- Xiao Catherine
- Yang Jianing
- Yang Zhanchao
- Yegovtsev Nikolay
- Young Isabel
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- Youngblood Allison A.
- Zenner Thomas
- Zhang Jiaqi
- zhang Jinhua
- Zhao Noah Y.
- Zhao Tiannie
- Zhao Tianwei
- Zhou Chongrui
- Ziebold Josh J
- Ziegler Lucas J.
- Zimmermann Ingrid H
- Zygmunt James C.
- Publication venue
- 'American Astronomical Society'
- Publication date
- 09/05/2023
- Field of study
Flare frequency distributions represent a key approach to addressing one of
the largest problems in solar and stellar physics: determining the mechanism
that counter-intuitively heats coronae to temperatures that are orders of
magnitude hotter than the corresponding photospheres. It is widely accepted
that the magnetic field is responsible for the heating, but there are two
competing mechanisms that could explain it: nanoflares or Alfv\'en waves. To
date, neither can be directly observed. Nanoflares are, by definition,
extremely small, but their aggregate energy release could represent a
substantial heating mechanism, presuming they are sufficiently abundant. One
way to test this presumption is via the flare frequency distribution, which
describes how often flares of various energies occur. If the slope of the power
law fitting the flare frequency distribution is above a critical threshold,
α=2 as established in prior literature, then there should be a
sufficient abundance of nanoflares to explain coronal heating. We performed
>600 case studies of solar flares, made possible by an unprecedented number
of data analysts via three semesters of an undergraduate physics laboratory
course. This allowed us to include two crucial, but nontrivial, analysis
methods: pre-flare baseline subtraction and computation of the flare energy,
which requires determining flare start and stop times. We aggregated the
results of these analyses into a statistical study to determine that α=1.63±0.03. This is below the critical threshold, suggesting that Alfv\'en
waves are an important driver of coronal heating.Comment: 1,002 authors, 14 pages, 4 figures, 3 tables, published by The
Astrophysical Journal on 2023-05-09, volume 948, page 7
First narrow-band search for continuous gravitational waves from known pulsars in advanced detector data
- Author
- Abbott Benjamin P.
- Abbott Rich
- Abbott Thomas D.
- Acernese Fausto
- Ackley Kendall
- Adams Carl
- Adams Thomas
- Addesso Paolo
- Adhikari Rana X.
- Adya Vaishali B.
- Affeldt Christoph
- Afrough Mohammad
- Agarwal Bhanu
- Agathos Michalis
- Agatsuma Kazuhiro
- Aggarwal Nancy
- Aguiar Odylio D.
- Aiello Lorenzo
- Ain Anirban
- Allen Bruce
- Allen Gabrielle
- Allocca Annalisa
- Altin Paul A.
- Amato Alex
- Ananyeva Alena
- Anderson Stuart B.
- Anderson Warren G.
- Angelova Svetoslava V.
- Antier Sarah
- Appert Stephen
- Arai Koji
- Araya Melody C.
- Areeda Joseph S.
- Arnaud Nicolas
- Arun Kg G.
- Ascenzi Stefano
- Ashton Gregory
- Ast M.
- Aston Stuart M.
- Astone Pia
- Atallah Dany V.
- Aufmuth Peter
- Aulbert Carsten
- Aultoneal K.
- Austin Corey
- Avila-Alvarez A.
- Babak Stanislav
- Bacon Philippe
- Bader Maria K.M.
- Bae Sangwook
- Baker Paul T.
- Baldaccini Francesca
- Ballardin Giulio
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- Woan Graham
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- Worden John
- Wright Jennifer L.
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- Wysocki Daniel M.
- Xiao Sophia
- Yamamoto Hiro
- Yancey Cregg C.
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- Yu Haocun
- Yvert Michel
- ZadroĆŒny Adam
- Zanolin Michele
- Zelenova Tatiana
- Zendri J.-P.
- Zevin Michael
- Zhang Liyuan
- Zhang Mi
- Zhang Teng
- Zhang Y.-H.
- Zhao Chunnong
- Zhou Minchuan
- Zhou Zifan
- Zhu Sylvia J.
- Zhu Xingjiang J.
- Zucker Michael E.
- Zweizig J.
- Publication venue
- 'American Physical Society (APS)'
- Publication date
- 01/01/2017
- Field of study
International audienceSpinning neutron stars asymmetric with respect to their rotation axis are potential sources of continuous gravitational waves for ground-based interferometric detectors. In the case of known pulsars a fully coherent search, based on matched filtering, which uses the position and rotational parameters obtained from electromagnetic observations, can be carried out. Matched filtering maximizes the signal-to-noise (SNR) ratio, but a large sensitivity loss is expected in case of even a very small mismatch between the assumed and the true signal parameters. For this reason, narrow-band analysis methods have been developed, allowing a fully coherent search for gravitational waves from known pulsars over a fraction of a hertz and several spin-down values. In this paper we describe a narrow-band search of 11Â pulsars using data from Advanced LIGOâs first observing run. Although we have found several initial outliers, further studies show no significant evidence for the presence of a gravitational wave signal. Finally, we have placed upper limits on the signal strain amplitude lower than the spin-down limit for 5 of the 11 targets over the bands searched; in the case of J1813-1749 the spin-down limit has been beaten for the first time. For an additional 3 targets, the median upper limit across the search bands is below the spin-down limit. This is the most sensitive narrow-band search for continuous gravitational waves carried out so far
Search for intermediate mass black hole binaries in the first observing run of Advanced LIGO
- Author
- Abbott Benjamin P.
- Abbott Rich
- Abbott Thomas D.
- Acernese Fausto
- Ackley Kendall
- Adams Carl
- Adams Thomas
- Addesso Paolo
- Adhikari Rana X.
- Adya Vaishali B.
- Affeldt Christoph
- Afrough Mohammad
- Agarwal Bhanu
- Agatsuma Kazuhiro
- Aggarwal Nancy
- Aguiar Odylio D.
- Aiello Lorenzo
- Ain Anirban
- Allen Bruce
- Allen Gabrielle
- Allocca Annalisa
- Almoubayyed Husni
- Altin Paul A.
- Amato A.
- Ananyeva Alena
- Anderson Stuart B.
- Anderson Warren G.
- Antier Sarah
- Appert Stephen
- Arai Koji
- Araya Melody C.
- Areeda Joseph S.
- Arnaud Nicolas
- Arun Kg G.
- Ascenzi Stefano
- Ashton Gregory
- Ast M.
- Aston Stuart M.
- Astone Pia
- Aufmuth Peter
- Aulbert Carsten
- AultONeal K.
- Avila-Alvarez A.
- Babak Stanislav
- Bacon Philippe
- Bader Maria K.M.
- Bae Sangwook
- Baker Paul T.
- Baldaccini Francesca
- Ballardin Giulio
- Ballmer Stefan W.
- Banagiri Sharan
- Barayoga Juan C.
- Barclay Sheena E.
- Barish Barry C.
- Barker David
- Barone Fabrizio
- Barr Bryan
- Barsotti Lisa
- Barsuglia Matteo
- Barta Daniel
- Bartlett Jeffrey
- Bartos Imre
- Bassiri Riccardo
- Basti Andrea
- Batch James C.
- Baune Christoph
- Bawaj M.
- Bazzan Marco
- Beer Christian
- Bejger Michal
- Belahcene Imene
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- Berger Beverly K.
- Bergmann Gerald
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- Bertolini Alessandro
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- Billingsley Garilynn
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- Worden John
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- Yap M.J.
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- ZadroĆŒny Adam
- Zanolin Michele
- Zelenova Tatiana
- Zendri J.-P.
- Zevin Michael
- Zhang Liyuan
- Zhang Mi
- Zhang Teng
- Zhang Y.-H.
- Zhao Chunnong
- Zhou Minchuan
- Zhou Zifan
- Zhu Xingjiang
- Zucker Michael E.
- Zweizig J.
- Publication venue
- 'American Physical Society (APS)'
- Publication date
- 01/01/2017
- Field of study
International audienceDuring their first observational run, the two Advanced LIGO detectors attained an unprecedented sensitivity, resulting in the first direct detections of gravitational-wave signals produced by stellar-mass binary black hole systems. This paper reports on an all-sky search for gravitational waves (GWs) from merging intermediate mass black hole binaries (IMBHBs). The combined results from two independent search techniques were used in this study: the first employs a matched-filter algorithm that uses a bank of filters covering the GW signal parameter space, while the second is a generic search for GW transients (bursts). No GWs from IMBHBs were detected; therefore, we constrain the rate of several classes of IMBHB mergers. The most stringent limit is obtained for black holes of individual mass 100ââMâ, with spins aligned with the binary orbital angular momentum. For such systems, the merger rate is constrained to be less than 0.93ââGpcâ3âyrâ1 in comoving units at the 90%Â confidence level, an improvement of nearly 2 orders of magnitude over previous upper limits
First low-frequency Einstein@Home all-sky search for continuous gravitational waves in Advanced LIGO data
- Author
- Abbott Benjamin P.
- Abbott Rich
- Abbott Thomas D.
- Acernese Fausto
- Ackley Kendall
- Adams Carl
- Adams Thomas
- Addesso Paolo
- Adhikari Rana X.
- Adya Vaishali B.
- Affeldt Christoph
- Afrough Mohammad
- Agarwal Bhanu
- Agathos Michalis
- Agatsuma Kazuhiro
- Aggarwal Nancy
- Aguiar Odylio D.
- Aiello Lorenzo
- Ain Anirban
- Allen Bruce
- Allen Gabrielle
- Allocca Annalisa
- Altin Paul A.
- Amato A.
- Ananyeva Alena
- Anderson D.P.
- Anderson Stuart B.
- Anderson Warren G.
- Antier Sarah
- Appert Stephen
- Arai Koji
- Araya Melody C.
- Areeda Joseph S.
- Arnaud Nicolas
- Ascenzi Stefano
- Ashton Gregory
- Ast M.
- Aston Stuart M.
- Astone Pia
- Aufmuth Peter
- Aulbert Carsten
- Aultoneal K.
- Avila-Alvarez A.
- Babak Stanislav
- Bacon Philippe
- Bader Maria K.M.
- Bae Sangwook
- Baker Paul T.
- Baldaccini Francesca
- Ballardin Giulio
- Ballmer Stefan W.
- Banagiri Sharan
- Barayoga Juan C.
- Barclay Sheena E.
- Barish Barry C.
- Barker David
- Barone Fabrizio
- Barr Bryan
- Barsotti Lisa
- Barsuglia Matteo
- Barta Daniel
- Bartlett Jeffrey
- Bartos Imre
- Bassiri Riccardo
- Basti Andrea
- Batch James C.
- Baune Christoph
- Bawaj M.
- Bazzan Marco
- Beer Christian
- Bejger Michal
- Belahcene Imene
- Bell Angus S.
- Berger Beverly K.
- Bergmann Gerald
- Berry Christopher P.L.
- Bersanetti Diego
- Bertolini Alessandro
- Betzwieser Joseph
- Bhagwat Swetha
- Bhandare Rohan
- Bilenko Igor A.
- Billingsley Garilynn
- Billman Chris R.
- Birch Jeremy
- Birney Ross
- Birnholtz Ofek
- Biscans Sebastien
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- Fulda Paul
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- Gill Kiranjyot
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- Publication venue
- 'American Physical Society (APS)'
- Publication date
- 01/01/2017
- Field of study
International audienceWe report results of a deep all-sky search for periodic gravitational waves from isolated neutron stars in data from the first Advanced LIGO observing run. This search investigates the low frequency range of Advanced LIGO data, between 20 and 100Â Hz, much of which was not explored in initial LIGO. The search was made possible by the computing power provided by the volunteers of the Einstein@Home project. We find no significant signal candidate and set the most stringent upper limits to date on the amplitude of gravitational wave signals from the target population, corresponding to a sensitivity depth of 48.7ââ[1/Hz]. At the frequency of best strain sensitivity, near 100Â Hz, we set 90% confidence upper limits of 1.8Ă10-25. At the low end of our frequency range, 20Â Hz, we achieve upper limits of 3.9Ă10-24. At 55Â Hz we can exclude sources with ellipticities greater than 10-5 within 100Â pc of Earth with fiducial value of the principal moment of inertia of 1038ââkgâm2
Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology
- Author
- Abbey-Lee Robin N.
- Abbott Jessica K.
- Aguirre Luis A.
- Alcaraz Carles
- Aloni Irith
- Altschul Drew
- Arekar Kunal
- Atkins Jeff W.
- Atkinson Joe
- Baker Christopher M.
- Barrett Meghan
- Bell Kristian
- Bello Suleiman Kehinde
- BeltrĂĄn IvĂĄn
- Berauer Bernd J.
- Bertram Michael Grant
- Billman Peter D.
- Blake Charlie K.
- Blake Shannon
- Bliard Louis
- Bonisoli-Alquati Andrea
- Bonnet Timothée
- Bordes Camille Nina Marion
- Bose Aneesh P. H.
- Botterill-James Thomas
- Boyd Melissa Anna
- Boyle Sarah A.
- Bradfer-Lawrence Tom
- Bradham Jennifer
- Brand Jack A.
- Brengdahl Martin I.
- Bulla Martin
- BussiĂšre Luc
- Camerlenghi Ettore
- Campbell Sara E.
- Campos Leonardo L. F.
- Caravaggi Anthony
- Cardoso Pedro
- Carroll Charles J.W.
- Catanach Therese A.
- Chen Xuan
- Chik Heung Ying Janet
- Choy Emily Sarah
- Christie Alec Philip
- Chuang Angela
- Chunco Amanda J.
- Clark Bethany L.
- Contina Andrea
- Covernton Garth A.
- Cox Murray P.
- Cressman Kimberly A.
- Crotti Marco
- D'Amelio Pietro B.
- Davidson Crouch Connor
- de Sousa Alexandra Allison
- Dobler Ralph
- Dobson Adam J.
- Doherty Tim S.
- Drobniak Szymon Marian
- Duffy Alexandra Grace
- Duncan Alison B.
- Dunn Robert P.
- Dunning Jamie
- Dutta Trishna
- Döbert Timm Fabian
- Eberhart-Hertel Luke
- Elmore Jared Alan
- Elsherif Mahmoud Medhat
- English Holly M.
- Ensminger David C.
- Ernst Ulrich Rainer
- Ferguson Stephen M.
- Fernandez-Juricic Esteban
- Ferreira-Arruda Thalita
- Fidler Fiona
- Fieberg John
- Finch Elizabeth A.
- Fiorenza Evan A.
- Fisher David N.
- Fontaine Amélie
- Forstmeier Wolfgang
- Fourcade Yoan
- Frank Graham S.
- Fraser Hannah S.
- Freund Cathryn A.
- Fuentes-Lillo Eduardo
- Gandy Sara L.
- Gannon Dustin G.
- GarcĂa-CervigĂłn Ana I.
- Garretson Alexis C.
- Ge Xuezhen
- Geary William L.
- Gilles Marc
- Girndt Antje
- Gliksman Daniel
- Goldspiel Harrison B.
- Gomes Dylan G. E.
- Good Megan Kate
- Goslee Sarah C.
- Gosnell J. Stephen
- Gould Elliot
- Grames Eliza M.
- Gratton Paolo
- Grebe Nicholas M.
- Greenler Skye M.
- Griffioen Maaike
- Griffith Daniel M.
- Griffith Frances J.
- Griffith Simon C.
- Grossman Jake J.
- GĂ©ron Charly
- GĂŒncan Ali
- Haesen Stef
- Hagan James G.
- Hager Heather A.
- Hamilton Daniel G.
- Harris Jonathan Philo
- Harrison Natasha Dean
- Hasnain Sarah Syedia
- Havird Justin Chase
- Heaton Andrew J.
- Herrera-Chaustre MarĂa Laura
- Howard Tanner J.
- Hsu Bin-Yan
- Iannarilli Fabiola
- Iranzo Esperanza C.
- Iverson Erik N. K.
- Jimoh Saheed Olaide
- Johnson Douglas H.
- Johnsson Martin
- Jorna Jesse
- Jucker Tommaso
- Jung Martin
- Kaltz Oliver
- KaÄergytÄ Ineta
- Ke Alison
- Kelly Clint D.
- Keogan Katharine
- Keppeler Friedrich Wolfgang
- Killion Alexander K.
- Kim Dongmin
- Kochan David P.
- Korsten Peter
- Kothari Shan
- Kuppler Jonas
- Kusch Jillian M.
- L'Herpiniere Kiara
- Lagisz Malgorzata
- Lalla Kristen Marianne
- Larkin Daniel J.
- Larson Courtney L.
- Lauck Katherine S.
- Lauterbur M. Elise
- Law Alan
- Lembrechts Jonas J.
- Lievens Eva J.P.
- Lindsay Shane
- Luquet Martin
- LĂ©andri-Breton Don-Jean
- MacLeod Ross
- Macphie Kirsty H.
- Magellan Kit
- Mair Magdalena M.
- Malm Lisa E.
- Mammola Stefano
- Mandeville Caitlin P.
- Manhart Michael
- Manrique-Garzon Laura Milena
- Marchand Philippe
- Marshall Benjamin Michael
- Martin Charles A.
- Martin Dominic Andreas
- Martin Jake Mitchell
- Martinig April Robin
- McCallum Erin S.
- McCauley Mark
- McNew Sabrina M.
- Meiners Scott J.
- Merkling Thomas
- Michelangeli Marcus
- Moiron Maria
- Moreira Bruno
- Mortensen Jennifer
- Mos Benjamin
- Muraina Taofeek Olatunbosun
- Murphy Penelope Wrenn
- MÀntylÀ Elina
- Nakagawa Shinichi
- Nelli Luca
- NiemelÀ Petri
- Nightingale Josh
- Nilsonne Gustav
- Nolazco Sergio
- Nooten Sabine S.
- Novotny Jessie Lanterman
- Olin Agnes Birgitta
- Oliveira de Lima , Daniela
- Organ Chris L.
- Ostevik Kate L.
- Palacio Facundo Xavier
- Paquet Matthieu
- Parker Darren James
- Parker Timothy H.
- Pascall David J.
- Pasquarella Valerie J.
- Paterson John Harold
- Payo-Payo Ana
- Pedersen Karen Marie
- Perez Grégoire
- Perry Kayla I.
- Pottier Patrice
- Proulx Michael J.
- Proulx Raphaël
- Pruett Jessica L.
- Ramananjato Veronarindra
- Randimbiarison Finaritra Tolotra
- Razafindratsima Onja H.
- Rennison Diana J.
- Riva Federico
- Riyahi Sepand
- Roast Michael James
- Rocha Felipe Pereira
- Roche Dominique G.
- RomĂĄn-Palacios Cristian
- Rosenberg Michael S.
- Ross Jessica
- Rowland Freya E.
- Rugemalila Deusdedith
- Russell Avery L.
- Ruuskanen Suvi
- Saccone Patrick
- Sadeh Asaf
- Salazar Stephen M.
- Sales Kris
- SalmĂłn Pablo
- Santos Leticia Pereira
- Santostefano Francesca
- Schilling Hayden T.
- Schmidt Marcus
- Schmoll Tim
- Schneider Adam C.
- Schrock Allie E.
- Schroeder Julia
- Schtickzelle Nicolas
- Schultz Nick L.
- Scott Drew A.
- Scroggie Michael Peter
- Shapiro Julie Teresa
- Sharma Nitika
- Shearer Caroline L.
- SimĂłn Diego
- Sitvarin Michael I.
- Skupien FabrĂcio Luiz
- Slinn Heather Lea
- Smith Grania Polly
- Smith Jeremy A.
- Sollmann Rahel
- Stack Whitney Kaitlin
- Still Shannon Michael
- Stuber Erica F.
- Sutton Guy F.
- Swallow Ben
- SĂĄnchez-TĂłjar Alfredo
- Taff Conor Claverie
- Takola Elina
- Tanentzap Andrew J.
- Tarjuelo RocĂo
- Telford Richard J.
- Thawley Christopher J.
- Thierry Hugo
- Thomson Jacqueline
- Tidau Svenja
- Tompkins Emily M.
- Tortorelli Claire Marie
- Trlica Andrew
- Turnell Biz R.
- Urban Lara
- Van de Vondel Stijn
- van der Wal Jessica Eva Megan
- Van Eeckhoven Jens
- van Oordt Francis
- Vanderwel K. Michelle
- Vanderwel Mark C.
- Vergara-Florez Diana Carolina
- Verrelli Brian C.
- Vesk Peter A.
- Vieira Marcus VinĂcius
- Villamil Nora
- Vitali Valerio
- Vollering Julien
- VĂ©lez Juliana
- Walker Jeffrey
- Walker Xanthe J.
- Walter Jonathan A.
- Waryszak Pawel
- Weaver Ryan J.
- WedegÀrtner Ronja E. M.
- Weller Daniel L.
- Whelan Shannon
- White Rachel Louise
- Wolfson David William
- Wood Andrew
- Yanco Scott W.
- Yen Jian D. L.
- Youngflesh Casey
- Zilio Giacomo
- Zimmer CĂ©dric
- Zimmerman Gregory Mark
- Zitomer Rachel A.
- Publication venue
- California Digital Library (CDL)
- Publication date
- 01/01/2023
- Field of study
Gould E, Fraser H, Parker T, et al. Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology. 2023.Although variation in effect sizes and predicted values among studies of similar phenomena is inevitable, such variation far exceeds what might be produced by sampling error alone. One possible explanation for variation among results is differences among researchers in the decisions they make regarding statistical analyses. A growing array of studies has explored this analytical variability in different (mostly social science) fields, and has found substantial variability among results, despite analysts having the same data and research question. We implemented an analogous study in ecology and evolutionary biology, fields in which there have been no empirical exploration of the variation in effect sizes or model predictions generated by the analytical decisions of different researchers. We used two unpublished datasets, one from evolutionary ecology (blue tit, Cyanistes caeruleus, to compare sibling number and nestling growth) and one from conservation ecology (Eucalyptus, to compare grass cover and tree seedling recruitment), and the project leaders recruited 174 analyst teams, comprising 246 analysts, to investigate the answers to prespecified research questions. Analyses conducted by these teams yielded 141 usable effects for the blue tit dataset, and 85 usable effects for the Eucalyptus dataset. We found substantial heterogeneity among results for both datasets, although the patterns of variation differed between them. For the blue tit analyses, the average effect was convincingly negative, with less growth for nestlings living with more siblings, but there was near continuous variation in effect size from large negative effects to effects near zero, and even effects crossing the traditional threshold of statistical significance in the opposite direction. In contrast, the average relationship between grass cover and Eucalyptus seedling number was only slightly negative and not convincingly different from zero, and most effects ranged from weakly negative to weakly positive, with about a third of effects crossing the traditional threshold of significance in one direction or the other. However, there were also several striking outliers in the Eucalyptus dataset, with effects far from zero. For both datasets, we found substantial variation in the variable selection and random effects structures among analyses, as well as in the ratings of the analytical methods by peer reviewers, but we found no strong relationship between any of these and deviation from the meta-analytic mean. In other words, analyses with results that were far from the mean were no more or less likely to have dissimilar variable sets, use random effects in their models, or receive poor peer reviews than those analyses that found results that were close to the mean. The existence of substantial variability among analysis outcomes raises important questions about how ecologists and evolutionary biologists should interpret published results, and how they should conduct analyses in the future