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Population Properties of Compact Objects from the Second LIGO–Virgo Gravitational-Wave Transient Catalog

Abbott, R. and Abbott, T. D. and Abraham, S. and Acernese, F. and Ackley, K. and Adams, A. and Adams, C. and Adhikari, R. X. and Adya, V. B. and Affeldt, C. and Agathos, M. and Agatsuma, K. and Aggarwal, N. and Aguiar, O. D. and Aiello, L. and Ain, A. and Ajith, P. and Allen, G. and Allocca, A. and Altin, P. A. and Amato, A. and Anand, S. and Ananyeva, A. and Anderson, S. B. and Anderson, W. G. and Angelova, S. V. and Ansoldi, S. and Antelis, J. M. and Antier, S. and Appert, S. and Arai, K. and Araya, M. C. and Areeda, J. S. and Arène, M. and Arnaud, N. and Aronson, S. M. and Arun, K. G. and Asali, Y. and Ascenzi, S. and Ashton, G. and Aston, S. M. and Astone, P. and Aubin, F. and Aufmuth, P. and AultONeal, K. and Austin, C. and Avendano, V. and Babak, S. and Badaracco, F. and Bader, M. K. M. and Bae, S. and Baer, A. M. and Bagnasco, S. and Baird, J. and Ball, M. and Ballardin, G. and Ballmer, S. W. and Bals, A. and Balsamo, A. and Baltus, G. and Banagiri, S. and Bankar, D. and Bankar, R. S. and Barayoga, J. C. and Barbieri, C. and Barish, B. C. and Barker, D. and Barneo, P. and Barnum, S. and Barone, F. and Barr, B. and Barsotti, L. and Barsuglia, M. and Barta, D. and Bartlett, J. and Bartos, I. and Bassiri, R. and Basti, A. and Bawaj, M. and Bayley, J. C. and Bazzan, M. and Becher, B. R. and Bécsy, B. and Bedakihale, V. M. and Bejger, M. and Belahcene, I. and Beniwal, D. and Benjamin, M. G. and Bennett, T. F. and Bentley, J. D. and Bergamin, F. and Berger, B. K. and Bergmann, G. and Bernuzzi, S. and Berry, C. P. L. and Bersanetti, D. and Bertolini, A. and Betzwieser, J. and Bhandare, R. and Bhandari, A. V. and Bhattacharjee, D. and Bidler, J. and Bilenko, I. A. and Billingsley, G. and Birney, R. and Birnholtz, O. and Biscans, S. and Bischi, M. and Biscoveanu, S. and Bisht, A. and Bitossi, M. and Bizouard, M.-A. and Blackburn, J. K. and Blackman, J. and Blair, C. D. and Blair, D. G. and Blair, R. M. and Blanch, O. and Bobba, F. and Bode, N. and Boer, M. and Boetzel, Y. and Bogaert, G. and Boldrini, M. and Bondu, F. and Bonilla, E. and Bonnand, R. and Booker, P. and Boom, B. A. and Bork, R. and Boschi, V. and Bose, S. and Bossilkov, V. and Boudart, V. and Bouffanais, Y. and Bozzi, A. and Bradaschia, C. and Brady, P. R. and Bramley, A. and Branchesi, M. and Brau, J. E. and Breschi, M. and Briant, T. and Briggs, J. H. and Brighenti, F. and Brillet, A. and Brinkmann, M. and Brockill, P. and Brooks, A. F. and Brooks, J. and Brown, D. D. and Brunett, S. and Bruno, G. and Bruntz, R. and Buikema, A. and Bulik, T. and Bulten, H. J. and Buonanno, A. and Buscicchio, R. and Buskulic, D. and Byer, R. L. and Cabero, M. and Cadonati, L. and Caesar, M. and Cagnoli, G. and Cahillane, C. and Calderón Bustillo, J. and Callaghan, J. D. and Callister, T. A. and Calloni, E. and Camp, J. B. and Canepa, M. and Cannon, K. C. and Cao, H. and Cao, J. and Carapella, G. and Carbognani, F. and Carney, M. F. and Carpinelli, M. and Carullo, G. and Carver, T. L. and Casanueva Diaz, J. and Casentini, C. and Caudill, S. and Cavaglià, M. and Cavalier, F. and Cavalieri, R. and Cella, G. and Cerdá-Durán, P. and Cesarini, E. and Chaibi, W. and Chakravarti, K. and Chan, C.-L. and Chan, C. and Chandra, K. and Chanial, P. and Chao, S. and Charlton, P. and Chase, E. A. and Chassande-Mottin, E. and Chatterjee, D. and Chattopadhyay, D. and Chaturvedi, M. and Chatziioannou, K. and Chen, A. and Chen, H. Y. and Chen, X. and Chen, Y. and Cheng, H.-P. and Cheong, C. K. and Chia, H. Y. and Chiadini, F. and Chierici, R. and Chincarini, A. and Chiummo, A. and Cho, G. and Cho, H. S. and Cho, M. and Choate, S. and Christensen, N. and Chu, Q. and Chua, S. and Chung, K. W. and Chung, S. and Ciani, G. and Ciecielag, P. and Cieślar, M. and Cifaldi, M. and Ciobanu, A. A. and Ciolfi, R. and Cipriano, F. and Cirone, A. and Clara, F. and Clark, E. N. and Clark, J. A. and Clarke, L. and Clearwater, P. and Clesse, S. and Cleva, F. and Coccia, E. and Cohadon, P. -F. and Cohen, D. E. and Colleoni, M. and Collette, C. G. and Collins, C. and Colpi, M. and Constancio, M., Jr. and Conti, L. and Cooper, S. J. and Corban, P. and Corbitt, T. R. and Cordero-Carrión, I. and Corezzi, S. and Corley, K. R. and Cornish, N. and Corre, D. and Corsi, A. and Cortese, S. and Costa, C. A. and Cotesta, R. and Coughlin, M. W. and Coughlin, S. B. and Coulon, J.-P. and Countryman, S. T. and Couvares, P. and Covas, P. B. and Coward, D. M. and Cowart, M. J. and Coyne, D. C. and Coyne, R. and Creighton, J. D. E. and Creighton, T. D. and Croquette, M. and Crowder, S. G. and Cudell, J. R. and Cullen, T. J. and Cumming, A. and Cummings, R. and Cunningham, L. and Cuoco, E. and Curyło, M. and Dal Canton, T. and Dálya, G. and Dana, A. and DaneshgaranBajastani, L. M. and D'Angelo, B. and Danilishin, S. L. and D'Antonio, S. and Danzmann, K. and Darsow-Fromm, C. and Dasgupta, A. and Datrier, L. E. H. and Dattilo, V. and Dave, I. and Davier, M. and Davies, G. S. and Davis, D. and Daw, E. J. and Dean, R. and DeBra, D. and Deenadayalan, M. and Degallaix, J. and De Laurentis, M. and Deléglise, S. and Del Favero, V. and De Lillo, F. and De Lillo, N. and Del Pozzo, W. and DeMarchi, L. M. and De Matteis, F. and D'Emilio, V. and Demos, N. and Denker, T. and Dent, T. and Depasse, A. and De Pietri, R. and De Rosa, R. and De Rossi, C. and DeSalvo, R. and de Varona, O. and Dhurandhar, S. and Díaz, M. C. and Diaz-Ortiz, M., Jr. and Didio, N. A. and Dietrich, T. and Di Fiore, L. and DiFronzo, C. and Di Giorgio, C. and Di Giovanni, F. and Di Giovanni, M. and Di Girolamo, T. and Di Lieto, A. and Ding, B. and Di Pace, S. and Di Palma, I. and Di Renzo, F. and Divakarla, A. K. and Dmitriev, A. and Doctor, Z. and D'Onofrio, L. and Donovan, F. and Dooley, K. L. and Doravari, S. and Dorrington, I. and Downes, T. P. and Drago, M. and Driggers, J. C. and Du, Z. and Ducoin, J.-G. and Dupej, P. and Durante, O. and D'Urso, D. and Duverne, P.-A. and Dwyer, S. E. and Easter, P. J. and Eddolls, G. and Edelman, B. and Edo, T. B. and Edy, O. and Effler, A. and Eichholz, J. and Eikenberry, S. S. and Eisenmann, M. and Eisenstein, R. A. and Ejlli, A. and Errico, L. and Essick, R. C. and Estellés, H. and Estevez, D. and Etienne, Z. B. and Etzel, T. and Evans, M. and Evans, T. M. and Ewing, B. E. and Fafone, V. and Fair, H. and Fairhurst, S. and Fan, X. and Farah, A. M. and Farinon, S. and Farr, B. and Farr, W. M. and Fauchon-Jones, E. J. and Favata, M. and Fays, M. and Fazio, M. A. and Feicht, J. and Fejer, M. M. and Feng, F. and Fenyvesi, E. and Ferguson, D. L. and Fernandez-Galiana, A. and Ferrante, I. and Ferreira, T. A. and Fidecaro, F. and Figura, P. and Fiori, I. and Fiorucci, D. and Fishbach, M. and Fisher, R. P. and Fishner, J. M. and Fittipaldi, R. and Fitz-Axen, M. and Fiumara, V. and Flaminio, R. and Floden, E. and Flynn, E. and Fong, H. and Font, J. A. and Forsyth, P. W. F. and Fournier, J.-D. and Frasca, S. and Frasconi, F. and Frei, Z. and Freise, A. and Frey, R. and Frey, V. and Fritschel, P. and Frolov, V. V. and Fronzé, G. G. and Fulda, P. and Fyffe, M. and Gabbard, H. A. and Gadre, B. U. and Gaebel, S. M. and Gair, J. R. and Gais, J. and Galaudage, S. and Gamba, R. and Ganapathy, D. and Ganguly, A. and Gaonkar, S. G. and Garaventa, B. and García-Quirós, C. and Garufi, F. and Gateley, B. and Gaudio, S. and Gayathri, V. and Gemme, G. and Gennai, A. and George, D. and George, J. and Gergely, L. and Ghonge, S. and Ghosh, Abhirup and Ghosh, Archisman and Ghosh, S. and Giacomazzo, B. and Giacoppo, L. and Giaime, J. A. and Giardina, K. D. and Gibson, D. R. and Gier, C. and Gill, K. and Giri, P. and Glanzer, J. and Gleckl, A. E. and Godwin, P. and Goetz, E. and Goetz, R. and Gohlke, N. and Goncharov, B. and González, G. and Gopakumar, A. and Gossan, S. E. and Gosselin, M. and Gouaty, R. and Grace, B. and Grado, A. and Granata, M. and Granata, V. and Grant, A. and Gras, S. and Grassia, P. and Gray, C. and Gray, R. and Greco, G. and Green, A. C. and Green, R. and Gretarsson, E. M. and Griggs, H. L. and Grignani, G. and Grimaldi, A. and Grimes, E. and Grimm, S. J. and Grote, H. and Grunewald, S. and Gruning, P. and Guerrero, J. G. and Guidi, G. M. and Guimaraes, A. R. and Guixé, G. and Gulati, H. K. and Guo, Y. and Gupta, Anchal and Gupta, Anuradha and Gupta, P. and Gustafson, E. K. and Gustafson, R. and Guzman, F. and Haegel, L. and Halim, O. and Hall, E. D. and Hamilton, E. Z. and Hammond, G. and Haney, M. and Hanke, M. M. and Hanks, J. and Hanna, C. and Hannuksela, O. A. and Hansen, H. and Hansen, T. J. and Hanson, J. and Harder, T. and Hardwick, T. and Haris, K. and Harms, J. and Harry, G. M. and Harry, I. W. and Hartwig, D. and Hasskew, R. K. and Haster, C.-J. and Haughian, K. and Hayes, F. J. and Healy, J. and Heidmann, A. and Heintze, M. C. and Heinze, J. and Heinzel, J. and Heitmann, H. and Hellman, F. and Hello, P. and Helmling-Cornell, A. F. and Hemming, G. and Hendry, M. and Heng, I. S. and Hennes, E. and Hennig, J. and Hennig, M. H. and Hernandez Vivanco, F. and Heurs, M. and Hild, S. and Hill, P. and Hines, A. S. and Hochheim, S. and Hofgard, E. and Hofman, D. and Hohmann, J. N. and Holgado, A. M. and Holland, N. A. and Hollows, I. J. and Holmes, Z. J. and Holt, K. and Holz, D. E. and Hopkins, P. and Horst, C. and Hough, J. and Howell, E. J. and Hoy, C. G. and Hoyland, D. and Huang, Y. and Hübner, M. T. and Huddart, A. D. and Huerta, E. A. and Hughey, B. and Hui, V. and Husa, S. and Huttner, S. H. and Hutzler, B. M. and Huxford, R. and Huynh-Dinh, T. and Idzkowski, B. and Iess, A. and Imperato, S. and Inchauspe, H. and Ingram, C. and Intini, G. and Isi, M. and Iyer, B. R. and JaberianHamedan, V. and Jacqmin, T. and Jadhav, S. J. and Jadhav, S. P. and James, A. L. and Jani, K. and Janssens, K. and Janthalur, N. N. and Jaranowski, P. and Jariwala, D. and Jaume, R. and Jenkins, A. C. and Jeunon, M. and Jiang, J. and Johns, G. R. and Jones, A. W. and Jones, D. I. and Jones, J. D. and Jones, P. and Jones, R. and Jonker, R. J. G. and Ju, L. and Junker, J. and Kalaghatgi, C. V. and Kalogera, V. and Kamai, B. and Kandhasamy, S. and Kang, G. and Kanner, J. B. and Kapadia, S. J. and Kapasi, D. P. and Karathanasis, C. and Karki, S. and Kashyap, R. and Kasprzack, M. and Kastaun, W. and Katsanevas, S. and Katsavounidis, E. and Katzman, W. and Kawabe, K. and Kéfélian, F. and Keitel, D. and Key, J. S. and Khadka, S. and Khalili, F. Y. and Khan, I. and Khan, S. and Khazanov, E. A. and Khetan, N. and Khursheed, M. and Kijbunchoo, N. and Kim, C. and Kim, G. J. and Kim, J. C. and Kim, K. and Kim, W. S. and Kim, Y.-M. and Kimball, C. and King, P. J. and Kinley-Hanlon, M. and Kirchhoff, R. and Kissel, J. S. and Kleybolte, L. and Klimenko, S. and Knowles, T. D. and Knyazev, E. and Koch, P. and Koehlenbeck, S. M. and Koekoek, G. and Koley, S. and Kolstein, M. and Komori, K. and Kondrashov, V. and Kontos, A. and Koper, N. and Korobko, M. and Korth, W. Z. and Kovalam, M. and Kozak, D. B. and Krämer, C. and Kringel, V. and Krishnendu, N. V. and Królak, A. and Kuehn, G. and Kumar, A. and Kumar, P. and Kumar, Rahul and Kumar, Rakesh and Kuns, K. and Kwang, S. and Lackey, B. D. and Laghi, D. and Lalande, E. and Lam, T. L. and Lamberts, A. and Landry, M. and Lane, B. B. and Lang, R. N. and Lange, J. and Lantz, B. and Lanza, R. K. and La Rosa, I. and Lartaux-Vollard, A. and Lasky, P. D. and Laxen, M. and Lazzarini, A. and Lazzaro, C. and Leaci, P. and Leavey, S. and Lecoeuche, Y. K. and Lee, H. M. and Lee, H. W. and Lee, J. and Lee, K. and Lehmann, J. and Leon, E. and Leroy, N. and Letendre, N. and Levin, Y. and Li, A. and Li, J. and Li, K. J. L. and Li, T. G. F. and Li, X. and Linde, F. and Linker, S. D. and Linley, J. N. and Littenberg, T. B. and Liu, J. and Liu, X. and Llorens-Monteagudo, M. and Lo, R. K. L. and Lockwood, A. and London, L. T. and Longo, A. and Lorenzini, M. and Loriette, V. and Lormand, M. and Losurdo, G. and Lough, J. D. and Lousto, C. O. and Lovelace, G. and Lück, H. and Lumaca, D. and Lundgren, A. P. and Ma, Y. and Macas, R. and MacInnis, M. and Macleod, D. M. and MacMillan, I. A. O. and Macquet, A. and Hernandez, I. Magaña and Magaña-Sandoval, F. and Magazzù, C. and Magee, R. M. and Majorana, E. and Maksimovic, I. and Maliakal, S. and Malik, A. and Man, N. and Mandic, V. and Mangano, V. and Mansell, G. L. and Manske, M. and Mantovani, M. and Mapelli, M. and Marchesoni, F. and Marion, F. and Márka, S. and Márka, Z. and Markakis, C. and Markosyan, A. S. and Markowitz, A. and Maros, E. and Marquina, A. and Marsat, S. and Martelli, F. and Martin, I. W. and Martin, R. M. and Martinez, M. and Martinez, V. and Martynov, D. V. and Masalehdan, H. and Mason, K. and Massera, E. and Masserot, A. and Massinger, T. J. and Masso-Reid, M. and Mastrogiovanni, S. and Matas, A. and Mateu-Lucena, M. and Matichard, F. and Matiushechkina, M. and Mavalvala, N. and Maynard, E. and McCann, J. J. and McCarthy, R. and McClelland, D. E. and McCormick, S. and McCuller, L. and McGuire, S. C. and McIsaac, C. and McIver, J. and McManus, D. J. and McRae, T. and McWilliams, S. T. and Meacher, D. and Meadors, G. D. and Mehmet, M. and Mehta, A. K. and Melatos, A. and Melchor, D. A. and Mendell, G. and Menendez-Vazquez, A. and Mercer, R. A. and Mereni, L. and Merfeld, K. and Merilh, E. L. and Merritt, J. D. and Merzougui, M. and Meshkov, S. and Messenger, C. and Messick, C. and Metzdorff, R. and Meyers, P. M. and Meylahn, F. and Mhaske, A. and Miani, A. and Miao, H. and Michaloliakos, I. and Michel, C. and Middleton, H. and Milano, L. and Miller, A. L. and Miller, S. and Millhouse, M. and Mills, J. C. and Milotti, E. and Milovich-Goff, M. C. and Minazzoli, O. and Minenkov, Y. and Mir, Ll. M. and Mishkin, A. and Mishra, C. and Mistry, T. and Mitra, S. and Mitrofanov, V. P. and Mitselmakher, G. and Mittleman, R. and Mo, G. and Mogushi, K. and Mohapatra, S. R. P. and Mohite, S. R. and Molina, I. and Molina-Ruiz, M. and Mondin, M. and Montani, M. and Moore, C. J. and Moraru, D. and Morawski, F. and Moreno, G. and Morisaki, S. and Mours, B. and Mow-Lowry, C. M. and Mozzon, S. and Muciaccia, F. and Mukherjee, Arunava and Mukherjee, D. and Mukherjee, Soma and Mukherjee, Subroto and Mukund, N. and Mullavey, A. and Munch, J. and Muñiz, E. A. and Murray, P. G. and Nadji, S. L. and Nagar, A. and Nardecchia, I. and Naticchioni, L. and Nayak, R. K. and Neil, B. F. and Neilson, J. and Nelemans, G. and Nelson, T. J. N. and Nery, M. and Neunzert, A. and Ng, K. Y. and Ng, S. and Nguyen, C. and Nguyen, P. and Nguyen, T. and Nicholson, S. A. and Nissanke, S. and Nocera, F. and Noh, M. and North, C. and Nothard, D. and Nuttall, L. K. and Oberling, J. and O'Brien, B. D. and O'Dell, J. and Oganesyan, G. and Ogin, G. H. and Oh, J. J. and Oh, S. H. and Ohme, F. and Ohta, H. and Okada, M. A. and Olivetto, C. and Oppermann, P. and Oram, R. J. and O'Reilly, B. and Ormiston, R. G. and Ormsby, N. and Ortega, L. F. and O'Shaughnessy, R. and Ossokine, S. and Osthelder, C. and Ottaway, D. J. and Overmier, H. and Owen, B. J. and Pace, A. E. and Pagano, G. and Page, M. A. and Pagliaroli, G. and Pai, A. and Pai, S. A. and Palamos, J. R. and Palashov, O. and Palomba, C. and Pan, H. and Panda, P. K. and Pang, T. H. and Pankow, C. and Pannarale, F. and Pant, B. C. and Paoletti, F. and Paoli, A. and Paolone, A. and Parker, W. and Pascucci, D. and Pasqualetti, A. and Passaquieti, R. and Passuello, D. and Patel, M. and Patricelli, B. and Payne, E. and Pechsiri, T. C. and Pedraza, M. and Pegoraro, M. and Pele, A. and Penn, S. and Perego, A. and Perez, C. J. and Périgois, C. and Perreca, A. and Perriès, S. and Petermann, J. and Petterson, D. and Pfeiffer, H. P. and Pham, K. A. and Phukon, K. S. and Piccinni, O. J. and Pichot, M. and Piendibene, M. and Piergiovanni, F. and Pierini, L. and Pierro, V. and Pillant, G. and Pilo, F. and Pinard, L. and Pinto, I. M. and Piotrzkowski, K. and Pirello, M. and Pitkin, M. and Placidi, E. and Plastino, W. and Pluchar, C. and Poggiani, R. and Polini, E. and Pong, D. Y. T. and Ponrathnam, S. and Popolizio, P. and Porter, E. K. and Poverman, A. and Powell, J. and Pracchia, M. and Prajapati, A. K. and Prasai, K. and Prasanna, R. and Pratten, G. and Prestegard, T. and Principe, M. and Prodi, G. A. and Prokhorov, L. and Prosposito, P. and Puecher, A. and Punturo, M. and Puosi, F. and Puppo, P. and Pürrer, M. and Qi, H. and Quetschke, V. and Quinonez, P. J. and Quitzow-James, R. and Raab, F. J. and Raaijmakers, G. and Radkins, H. and Radulesco, N. and Raffai, P. and Rafferty, H. and Rail, S. X. and Raja, S. and Rajan, C. and Rajbhandari, B. and Rakhmanov, M. and Ramirez, K. E. and Ramirez, T. D. and Ramos-Buades, A. and Rana, J. and Rao, K. and Rapagnani, P. and Rapol, U. D. and Ratto, B. and Raymond, V. and Razzano, M. and Read, J. and Regimbau, T. and Rei, L. and Reid, S. and Reitze, D. H. and Rettegno, P. and Ricci-Tam, F. and Richardson, C. J. and Richardson, J. W. and Richardson, L. and Ricker, P. M. and Riemenschneider, G. and Riles, K. and Rizzo, M. and Robertson, N. A. and Robinet, F. and Rocchi, A. and Rocha, J. A. and Rodriguez, S. and Rodriguez-Soto, R. D. and Rolland, L. and Rollins, J. G. and Roma, V. J. and Romanelli, M. and Romano, R. and Romel, C. L. and Romero, A. and Romero-Shaw, I. M. and Romie, J. H. and Ronchini, S. and Rose, C. A. and Rose, D. and Rose, K. and Rosell, M. J. B. and Rosińska, D. and Rosofsky, S. G. and Ross, M. P. and Rowan, S. and Rowlinson, S. J. and Roy, Santosh and Roy, Soumen and Ruggi, P. and Ryan, K. and Sachdev, S. and Sadecki, T. and Sadiq, J. and Sakellariadou, M. and Salafia, O. S. and Salconi, L. and Saleem, M. and Samajdar, A. and Sanchez, E. J. and Sanchez, J. H. and Sanchez, L. E. and Sanchis-Gual, N. and Sanders, J. R. and Santiago, K. A. and Santos, E. and Saravanan, T. R. and Sarin, N. and Sassolas, B. and Sathyaprakash, B. S. and Sauter, O. and Savage, R. L. and Savant, V. and Sawant, D. and Sayah, S. and Schaetzl, D. and Schale, P. and Scheel, M. and Scheuer, J. and Schindler-Tyka, A. and Schmidt, P. and Schnabel, R. and Schofield, R. M. S. and Schönbeck, A. and Schreiber, E. and Schulte, B. W. and Schutz, B. F. and Schwarm, O. and Schwartz, E. and Scott, J. and Scott, S. M. and Seglar-Arroyo, M. and Seidel, E. and Sellers, D. and Sengupta, A. S. and Sennett, N. and Sentenac, D. and Sequino, V. and Sergeev, A. and Setyawati, Y. and Shaffer, T. and Shahriar, M. S. and Sharifi, S. and Sharma, A. and Sharma, P. and Shawhan, P. and Shen, H. and Shikauchi, M. and Shink, R. and Shoemaker, D. H. and Shoemaker, D. M. and Shukla, K. and ShyamSundar, S. and Sieniawska, M. and Sigg, D. and Singer, L. P. and Singh, D. and Singh, N. and Singha, A. and Singhal, A. and Sintes, A. M. and Sipala, V. and Skliris, V. and Slagmolen, B. J. J. and Slaven-Blair, T. J. and Smetana, J. and Smith, J. R. and Smith, R. J. E. and Somala, S. N. and Son, E. J. and Soni, S. and Sorazu, B. and Sordini, V. and Sorrentino, F. and Sorrentino, N. and Soulard, R. and Souradeep, T. and Sowell, E. and Spencer, A. P. and Spera, M. and Srivastava, A. K. and Srivastava, V. and Staats, K. and Stachie, C. and Steer, D. 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M. and Xiao, L. and Yamamoto, H. and Yang, L. and Yang, Y. and Yang, Z. and Yap, M. J. and Yeeles, D. W. and Yoon, A. and Yu, Hang and Yu, Haocun and Yuen, S. H. R. and Zadrożny, A. and Zanolin, M. and Zelenova, T. and Zendri, J.-P. and Zevin, M. and Zhang, J. and Zhang, L. and Zhang, R. and Zhang, T. and Zhao, C. and Zhao, G. and Zhou, M. and Zhou, Z. and Zhu, X. J. and Zimmerman, A. B. and Zucker, M. E. and Zweizig, J. (2021) Population Properties of Compact Objects from the Second LIGO–Virgo Gravitational-Wave Transient Catalog. Astrophysical Journal Letters, 913 (1). Art. No. L7. ISSN 2041-8213. doi:10.3847/2041-8213/abe949. https://resolver.caltech.edu/CaltechAUTHORS:20201211-090133555

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Abstract

We report on the population of 47 compact binary mergers detected with a false-alarm rate of < 1 yr⁻¹ in the second LIGO–Virgo Gravitational-Wave Transient Catalog. We observe several characteristics of the merging binary black hole (BBH) population not discernible until now. First, the primary mass spectrum contains structure beyond a power law with a sharp high-mass cutoff; it is more consistent with a broken power law with a break at 39.7^(+20.3)_(-9.1) M⊙ or a power law with a Gaussian feature peaking at 33.1^(+4.0)_(-5.6) M⊙ (90% credible interval). While the primary mass distribution must extend to ~65 M⊙ or beyond, only 2.9^(+3.5)_(-1.7)% of systems have primary masses greater than 45 M⊙. Second, we find that a fraction of BBH systems have component spins misaligned with the orbital angular momentum, giving rise to precession of the orbital plane. Moreover, 12%–44% of BBH systems have spins tilted by more than 90°, giving rise to a negative effective inspiral spin parameter, χ_(eff). Under the assumption that such systems can only be formed by dynamical interactions, we infer that between 25% and 93% of BBHs with nonvanishing |χ_(eff)| > 0.01 are dynamically assembled. Third, we estimate merger rates, finding R_(BBH) = 23.9^(+14.3)_(-8.6) Gpc⁻³yr⁻¹ for BBHs and R_(BNS) = 320^(+490)_(-240) Gpc⁻³yr⁻¹ for binary neutron stars. We find that the BBH rate likely increases with redshift (85% credibility) but not faster than the star formation rate (86% credibility). Additionally, we examine recent exceptional events in the context of our population models, finding that the asymmetric masses of GW190412 and the high component masses of GW190521 are consistent with our models, but the low secondary mass of GW190814 makes it an outlier.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.3847/2041-8213/abe949DOIArticle
https://arxiv.org/abs/2010.14533arXivDiscussion Paper
ORCID:
AuthorORCID
Adhikari, R. X.0000-0002-5731-5076
Aguiar, O. D.0000-0002-2139-4390
Altin, P. A.0000-0001-8193-5825
Anand, S.0000-0003-3768-7515
Anderson, S. B.0000-0003-2219-9383
Antelis, J. M.0000-0003-3377-0813
Arai, K.0000-0001-8916-8915
Araya, M. C.0000-0002-6018-6447
AultONeal, K.0000-0002-6645-4473
Badaracco, F.0000-0001-8553-7904
Ballmer, S. W.0000-0003-2306-523X
Barish, B. C.0000-0001-6386-7371
Barsotti, L.0000-0001-9819-2562
Barsuglia, M.0000-0002-1180-4050
Bentley, J. D.0000-0002-4736-7403
Berry, C. P. L.0000-0003-3870-7215
Billingsley, G.0000-0002-4141-2744
Birnholtz, O.0000-0002-7562-9263
Biscans, S.0000-0002-9635-7527
Biscoveanu, S.0000-0001-7616-7366
Bizouard, M.-A.0000-0002-4618-1674
Blackburn, J. K.0000-0002-3838-2986
Blackman, J.0000-0002-7113-0289
Brooks, A. F.0000-0003-4295-792X
Byer, R. L.0000-0003-1331-0318
Cahillane, C.0000-0002-3888-314X
Calderón Bustillo, J.0000-0002-4171-5884
Carver, T. L.0000-0002-3835-6729
Cavaglià, M.0000-0002-3835-6729
Cavalier, F.0000-0002-3658-7240
Cavalieri, R.0000-0001-6064-0569
Chassande-Mottin, E.0000-0003-3768-9908
Chatziioannou, K.0000-0002-5833-413X
Chen, Y.0000-0002-9730-9463
Colleoni, M.0000-0002-7214-9088
Corbitt, T. R.0000-0002-5520-8541
Cordero-Carrión, I.0000-0002-1985-1361
Coughlin, M. W.0000-0002-8262-2924
Countryman, S. T.0000-0003-0613-2760
Couvares, P.0000-0002-2823-3127
Coyne, D. C.0000-0002-6427-3222
Creighton, J. D. E.0000-0003-3600-2406
Darsow-Fromm, C.0000-0001-9602-0388
Datrier, L. E. H.0000-0002-0290-3129
Davis, D.0000-0001-5620-6751
Degallaix, J.0000-0002-1019-6911
De Laurentis, M.0000-0002-9945-682X
Deléglise, S.0000-0002-8680-5170
De Lillo, F.0000-0003-4977-0789
De Lillo, N.0000-0002-5083-3639
Del Pozzo, W.0000-0003-3978-2030
DeMarchi, L. M.0000-0003-4587-2366
De Matteis, F.0000-0001-7860-9754
Depasse, A.0000-0003-1014-8394
De Pietri, R.0000-0003-1556-8304
De Rosa, R.0000-0002-4918-0247
DeSalvo, R.0000-0002-4818-0296
de Varona, O.0000-0001-8851-2008
Di Giorgio, C.0000-0003-2127-3991
Di Giovanni, F.0000-0001-8568-9334
Di Girolamo, T.0000-0003-2339-4471
Di Lieto, A.0000-0002-4787-0754
Di Pace, S.0000-0001-6759-5676
Di Palma, I.0000-0003-1544-8943
Di Renzo, F.0000-0002-5447-3810
Dooley, K. L.0000-0002-1636-0233
Eikenberry, S. S.0000-0002-1332-5061
Fauchon-Jones, E. J.0000-0002-4200-892X
Fazio, M. A.0000-0002-9057-9663
Feicht, J.0000-0001-5223-7091
Fernandez-Galiana, A.0000-0002-8940-9261
Fiori, I.0000-0002-0210-516X
Fishbach, M.0000-0002-1980-5293
Frasconi, F.0000-0003-4204-6587
García-Quirós, C.0000-0002-8059-2477
Gossan, S. E.0000-0002-8138-9198
Granata, M.0000-0003-3275-1186
Gupta, Anchal0000-0002-1762-9644
Hannuksela, O. A.0000-0002-3887-7137
Harry, I. W.0000-0002-5304-9372
Heidmann, A.0000-0002-0784-5175
Helmling-Cornell, A. F.0000-0002-7709-8638
Hernandez Vivanco, F.0000-0002-1942-7608
Idzkowski, B.0000-0001-5869-2714
JaberianHamedan, V.0000-0003-3605-4169
Kalogera, V.0000-0001-9236-5469
Kamai, B.0000-0001-6521-9351
Kanner, J. B.0000-0001-8115-0577
Kapasi, D. P.0000-0001-8189-4920
Karathanasis, C.0000-0002-0642-5507
Kasprzack, M.0000-0003-4618-5939
Katsanevas, S.0000-0003-0324-0758
Khalili, F. Y.0000-0001-7068-2332
Kijbunchoo, N.0000-0002-2874-1228
Kinley-Hanlon, M.0000-0002-7367-8002
Kissel, J. S.0000-0002-1702-9577
Kleybolte, L.0000-0003-2831-5533
Korobko, M.0000-0002-3839-3909
Korth, W. Z.0000-0003-3527-1348
Kovalam, M.0000-0001-8143-9696
Kozak, D. B.0000-0003-3118-8950
Krishnendu, N. V.0000-0002-3483-7517
Lasky, P. D.0000-0003-3763-1386
Lazzarini, A.0000-0002-5993-8808
Li, A.0000-0002-1119-642X
Li, T. G. F.0000-0003-4297-7365
Llorens-Monteagudo, M.0000-0003-4984-2527
Lo, R. K. L.0000-0003-1561-6716
Ma, Y.0000-0001-7192-4874
Macleod, D. M.0000-0002-1395-8694
MacMillan, I. A. O.0000-0002-6927-1031
Mantovani, M.0000-0002-4424-5726
Mapelli, M.0000-0001-8799-2548
Marchesoni, F.0000-0001-6482-1842
Márka, S.0000-0002-3957-1324
Márka, Z.0000-0003-1306-5260
Markowitz, A.0000-0003-0223-2342
Martynov, D. V.0000-0003-0679-1344
Masalehdan, H.0000-0002-4589-0815
Massinger, T. J.0000-0002-3429-5025
Masso-Reid, M.0000-0001-6177-8105
Mastrogiovanni, S.0000-0003-1606-4183
Mateu-Lucena, M.0000-0003-4817-6913
Matichard, F.0000-0001-8982-8418
McCuller, L.0000-0003-0851-0593
McWilliams, S. T.0000-0003-2397-8290
Menendez-Vazquez, A.0000-0002-0828-8219
Meshkov, S.0000-0002-7973-5338
Michaloliakos, I.0000-0003-2980-358X
Middleton, H.0000-0001-5532-3622
Mitrofanov, V. P.0000-0002-6983-4981
Mitselmakher, G.0000-0001-5745-3658
Mohite, S. R.0000-0003-1356-7156
Molina-Ruiz, M.0000-0003-4892-3042
Mow-Lowry, C. M.0000-0002-0351-4555
Nicholson, S. A.0000-0002-1226-1828
Nissanke, S.0000-0001-6573-7773
Nuttall, L. K.0000-0002-8599-8791
Ossokine, S.0000-0002-2579-1246
Palomba, C.0000-0002-4450-9883
Pankow, C.0000-0002-1128-3662
Paoletti, F.0000-0001-8898-1963
Pascucci, D.0000-0003-1907-0175
Passaquieti, R.0000-0003-4753-9428
Patricelli, B.0000-0001-6709-0969
Piotrzkowski, K.0000-0002-6226-957X
Prodi, G. A.0000-0001-5256-915X
Quitzow-James, R.0000-0003-1233-633X
Raaijmakers, G.0000-0002-9397-786X
Ramos-Buades, A.0000-0002-6874-7421
Razzano, M.0000-0003-4825-1629
Reitze, D. H.0000-0002-5756-1111
Rettegno, P.0000-0001-8088-3517
Ricci-Tam, F.0000-0001-9750-7702
Richardson, J. W.0000-0002-1472-4806
Rollins, J. G.0000-0002-9388-2799
Romero-Shaw, I. M.0000-0002-4181-8090
Ross, M. P.0000-0002-8955-5269
Scheel, M.0000-0001-6656-9134
Seglar-Arroyo, M.0000-0001-8654-409X
Setyawati, Y.0000-0003-3718-4491
Shahriar, M. S.0000-0002-7981-954X
Sieniawska, M.0000-0001-5895-5537
Slagmolen, B. J. J.0000-0002-2471-3828
Steer, D. A.0000-0002-8781-1273
Sun, L.0000-0001-7959-892X
Swinkels, B. L.0000-0002-3066-3601
Szczepańczyk, M. J.0000-0002-6167-6149
Tapia San Martín, E. N.0000-0002-4817-5606
Thompson, J. E.0000-0002-0419-5517
Tringali, M. C.0000-0001-5087-189X
Tripathee, A.0000-0002-6976-5576
Tso, R.0000-0003-4464-0117
Vajente, G.0000-0002-7656-6882
van Beuzekom, M.0000-0002-0500-1286
van den Brand, J. F. J.0000-0003-4434-5353
van Heijningen, J. V.0000-0002-8391-7513
Varma, V.0000-0002-9994-1761
Venugopalan, G.0000-0003-4414-9918
Villa-Ortega, V.0000-0001-7983-1963
Weinstein, A. J.0000-0002-0928-6784
Willis, J. L.0000-0002-9929-0225
Wong, I. C. F.0000-0003-2166-0027
Wysocki, D. M.0000-0001-9138-4078
Xiao, L.0000-0003-2703-449X
Yu, Hang0000-0002-6011-6190
Yu, Haocun0000-0002-7597-098X
Zhang, L.0000-0002-0898-787X
Zucker, M. E.0000-0002-2544-1596
Zweizig, J.0000-0002-1521-3397
Additional Information:© 2021. The American Astronomical Society. Received 2020 October 25; revised 2021 February 22; accepted 2021 February 24; published 2021 May 19. The authors gratefully acknowledge the support of the United States National Science Foundation (NSF) for the construction and operation of the LIGO Laboratory and Advanced LIGO, as well as the Science and Technology Facilities Council (STFC) of the United Kingdom, the Max-Planck-Society (MPS), and the State of Niedersachsen/Germany for support of the construction of Advanced LIGO and construction and operation of the GEO600 detector. Additional support for Advanced LIGO was provided by the Australian Research Council. The authors gratefully acknowledge the Italian Istituto Nazionale di Fisica Nucleare (INFN), the French Centre National de la Recherche Scientifique (CNRS), and the Netherlands Organization for Scientific Research for the construction and operation of the Virgo detector and the creation and support of the EGO consortium. The authors also gratefully acknowledge research support from these agencies, as well as by the Council of Scientific and Industrial Research of India; the Department of Science and Technology, India; the Science & Engineering Research Board (SERB), India; the Ministry of Human Resource Development, India; the Spanish Agencia Estatal de Investigación; the Vicepresidència i Conselleria d'Innovació Recerca i Turisme and the Conselleria d'Educació i Universitat del Govern de les Illes Balears; the Conselleria d'Innovació Universitats; Ciència i Societat Digital de la Generalitat Valenciana and the CERCA Programme Generalitat de Catalunya, Spain; the National Science Centre of Poland; the Swiss National Science Foundation (SNSF); the Russian Foundation for Basic Research; the Russian Science Foundation; the European Commission; the European Regional Development Funds (ERDF); the Royal Society; the Scottish Funding Council; the Scottish Universities Physics Alliance; the Hungarian Scientific Research Fund (OTKA); the French Lyon Institute of Origins (LIO); the Belgian Fonds de la Recherche Scientifique (FRS-FNRS); Actions de Recherche Concertées (ARC) and Fonds Wetenschappelijk Onderzoek—Vlaanderen (FWO), Belgium; the Paris Île-de-France Region; the National Research, Development and Innovation Office Hungary (NKFIH); the National Research Foundation of Korea; Industry Canada and the Province of Ontario through the Ministry of Economic Development and Innovation; the Natural Science and Engineering Research Council Canada; the Canadian Institute for Advanced Research; the Brazilian Ministry of Science, Technology, Innovations, and Communications; the International Center for Theoretical Physics South American Institute for Fundamental Research (ICTP-SAIFR); the Research Grants Council of Hong Kong; the National Natural Science Foundation of China (NSFC); the Leverhulme Trust; the Research Corporation; the Ministry of Science and Technology (MOST), Taiwan; and the Kavli Foundation. The authors gratefully acknowledge the support of the NSF, STFC, INFN, and CNRS for the provision of computational resources. We would like to thank all of the essential workers who put their health at risk during the COVID-19 pandemic, without whom we would not have been able to complete this work. This is LIGO document number LIGO-P2000077.
Group:LIGO, Astronomy Department
Funders:
Funding AgencyGrant Number
NSFUNSPECIFIED
Science and Technology Facilities Council (STFC)UNSPECIFIED
Max-Planck-SocietyUNSPECIFIED
State of Niedersachsen/GermanyUNSPECIFIED
Australian Research CouncilUNSPECIFIED
Istituto Nazionale di Fisica Nucleare (INFN)UNSPECIFIED
Centre National de la Recherche Scientifique (CNRS)UNSPECIFIED
Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO)UNSPECIFIED
Council of Scientific and Industrial Research (India)UNSPECIFIED
Department of Science and Technology (India)UNSPECIFIED
Science and Engineering Research Board (SERB)UNSPECIFIED
Ministry of Human Resource Development (India)UNSPECIFIED
Agencia Estatal de InvestigaciónUNSPECIFIED
Vicepresidència i Conselleria d’Innovació, Recerca i TurismeUNSPECIFIED
Conselleria d’Educació i Universitat del Govern de les Illes BalearsUNSPECIFIED
Conselleria d’Innovació, Universitats, Ciència i Societat Digital de la Generalitat ValencianaUNSPECIFIED
Generalitat de CatalunyaUNSPECIFIED
National Science Centre (Poland)UNSPECIFIED
Swiss National Science Foundation (SNSF)UNSPECIFIED
Russian Foundation for Basic ResearchUNSPECIFIED
Russian Science FoundationUNSPECIFIED
European CommissionUNSPECIFIED
European Regional Development FundUNSPECIFIED
Royal SocietyUNSPECIFIED
Scottish Funding CouncilUNSPECIFIED
Scottish Universities Physics AllianceUNSPECIFIED
Hungarian Scientific Research Fund (OTKA)UNSPECIFIED
Lyon Institute of Origins (LIO)UNSPECIFIED
Fonds de la Recherche Scientifique (FNRS)UNSPECIFIED
Actions de Recherche Concertees (Communauté Française de Belgique)UNSPECIFIED
Fonds Wetenschappelijk Onderzoek (FWO)UNSPECIFIED
Paris Île-de-France RegionUNSPECIFIED
National Research, Development and Innovation Fund (NKFIA)UNSPECIFIED
National Research Foundation of KoreaUNSPECIFIED
Industry CanadaUNSPECIFIED
Ontario Ministry of Economic Development and InnovationUNSPECIFIED
Natural Science and Engineering Research Council of Canada (NSERC)UNSPECIFIED
Canadian Institute for Advanced Research (CIFAR)UNSPECIFIED
Ministério da Ciência, Tecnologia, Inovações e Comunicações (MCTIC)UNSPECIFIED
International Center for Theoretical Physics South American Institute for Fundamental Research (ICTP-SAIFR)UNSPECIFIED
Research Grants Council of Hong KongUNSPECIFIED
National Natural Science Foundation of ChinaUNSPECIFIED
Leverhulme TrustUNSPECIFIED
Research CorporationUNSPECIFIED
Ministry of Science and Technology (Taipei)UNSPECIFIED
Kavli FoundationUNSPECIFIED
Subject Keywords:Gravitational waves; Astrophysical black holes; Stellar mass black holes; Massive stars; Compact objects; Bayesian statistics
Other Numbering System:
Other Numbering System NameOther Numbering System ID
LIGO DocumentP2000077
Issue or Number:1
DOI:10.3847/2041-8213/abe949
Record Number:CaltechAUTHORS:20201211-090133555
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20201211-090133555
Official Citation:Unified Astronomy Thesaurus concepts: Gravitational waves (678); Astrophysical black holes (98); Stellar mass black holes (1611); Massive stars (732); Compact objects (288); Bayesian statistics (1900)
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:107034
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:11 Dec 2020 19:28
Last Modified:28 Oct 2022 19:33

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