The Social Network of Intellectual Collaboration 2003-2005

We assume a weighted but undirected link between two researchers whenever one acknowledges the other on a published research paper. The weight corresponds to the inverse number of authors.

We have used all acknowledgments from all published research articles published in six journals: The Journal of Finance, The Review of Financial Studies, the Journal of Financial Economics, the Journal of Financial Intermediation, the Journal of Money, Credit & Banking, and the Journal of Banking and Finance.

Interactive Network

The ring representation shows the first and second neighbors of the node in focus, as well as connections between first neighbors. For computational reasons, not more than 40 random primary connections are displayed. Nodes are color-coded according to how often they have been acknowledged. Visualization using d3plus.js.

Ranking of all members of the network

We rank all researchers according to how often they've been acknowledged in our dataset, according to eigenvector centrality and according to betweenness centrality. Click on the column header to sort accordingly. It is important to note that our rankings do not measure scholarly excellence. They merely capture how financial economists collaborate.

Eigenvector centrality is the weighted sum of neighbors where the weights correspond to the neighbors' eigenvector centrality. It is a measure of influence in a network. It's very similar to Katz-Bonacich centrality, but without a parameter. For details see P. Bonacich (1986): "Power and Centrality: A Family of Measures", American Journal of Sociology 92(5), pp. 1170-1182. We compute this centrality measure for the largest connected component only.

Betweenness centrality of a researcher is the probability that she is part of shortest path between any two other researchers. Betweenness central individuals are vital for information flows since the connect different parts of the network. For details see L. Freeman (1977): "A set of measures based on betweenness", Sociometry 40, pp. 35-41. We compute this centrality measure for the largest connected component only.

Name Number of thanks Betweenness centrality Eigenvector centrality
Ritter, Jay R. 41 0.0278 0.0253
Shleifer, Andrei 37 0.0377 0.1354
Stulz, René M. 32 0.0644 0.2754
Stein, Jeremy C. 32 0.0441 0.0508
Fama, Eugene F. 29 0.0088 0.0339
Campbell, John Y. 28 0.0146 0.0077
Titman, Sheridan D. 27 0.0194 0.0062
Brennan, Michael J. 23 0.0173 0.0212
Jagannathan, Ravi 23 0.0108 0.0069
Berger, Allen N. 22 0.1016 0.0637
Wurgler, Jeffrey 19 0.0074 0.1715
Harvey, Campbell R. 19 0.0399 0.0741
Kyle, Albert S. 19 0.0037 0.0000
Cochrane, John H. 19 0.0034 0.0000
Hasbrouck, Joel 19 0.0041 0.0011
Uppal, Raman 19 0.0076 0.0770
Kaplan, Steven N. 18 0.0088 0.0503
Duffie, J. Darrell 18 0.0075 0.0000
Prabhala, Nagpurnanand R. 18 0.0049 0.0071
Gromb, Denis 18 0.0048 0.0089
Zingales, Luigi 18 0.0177 0.0571
Hirshleifer, David 17 0.0139 0.0349
French, Kenneth R. 17 0.0036 0.0339
Hadlock, Charles J. 17 0.0070 0.0129
Flannery, Mark J. 17 0.0220 0.0176
Green, Richard C. 17 0.0153 0.0176
Jennings, Robert H. 16 0.0104 0.0032
Ferson, Wayne E. 16 0.0131 0.0227
Amihud, Yakov 16 0.0103 0.0114
Diamond, Douglas W. 16 0.0109 0.0504
Pástor, Ľuboš 16 0.0074 0.0963
Karolyi, G. Andrew 16 0.0241 0.0512
Brandt, Michael W. 15 0.0088 0.0713
Scharfstein, David S. 15 0.0082 0.0045
Ljungqvist, Alexander P. 15 0.0199 0.0604
Rajan, Raghuram G. 15 0.0244 0.0279
Graham, John R. 15 0.0287 0.0943
Hollifield, Burton 15 0.0036 0.0156
Lemmon, Michael L. 15 0.0058 0.0220
Roll, Richard 15 0.0072 0.0221
Daniel, Kent D. 15 0.0021 0.0000
Von Thadden, Ernst Ludwig 14 0.0083 0.0000
Phillips, Gordon M. 14 0.0024 0.0199
Loughran, Tim 14 0.0029 0.0135
Udell, Gregory F. 14 0.0152 0.0190
Johnson, Simon 13 0.0035 0.0337
Brav, Alon 13 0.0088 0.0704
Singleton, Kenneth J. 13 0.0082 0.0045
StrÖmberg, Per 13 0.0034 0.0286
Gomes, Francisco J. 13 0.0139 0.0479
Figlewski, Stephen 13 0.0028 0.0000
Heaton, John C. 13 0.0010 0.0000
Dumas, Bernard 13 0.0036 0.0000
Franks, Julian R. 13 0.0027 0.0086
DeAngelo, Harry 13 0.0041 0.0228
Goetzmann, William Nelson 13 0.0027 0.0004
Werner, Ingrid M. 13 0.0061 0.0036
Hong, Harrison 13 0.0098 0.0495
Constantinides, George M. 13 0.0021 0.0000
Vuolteenaho, Tuomo 13 0.0024 0.0248
Vayanos, Dimitri 12 0.0017 0.0000
Engle, Robert F. 12 0.0038 0.0000
Lamont, Owen A. 12 0.0009 0.0000
Gorton, Gary B. 12 0.0001 0.0000
Michaely, Roni 12 0.0147 0.0574
Bessembinder, Hendrik 12 0.0028 0.0048
McDonald, Robert L. 12 0.0080 0.0000
John, Kose 12 0.0043 0.0017
Lynch, Anthony W. 12 0.0071 0.0491
Weisbach, Michael S. 12 0.0097 0.0516
Bailey, Warren 12 0.0070 0.0003
Helwege, Jean 11 0.0074 0.0057
Goodhart, Charles A.E. 11 0.0329 0.0026
Longstaff, Francis A. 11 0.0150 0.1155
Baker, Malcolm P. 11 0.0037 0.1613
Megginson, William Leon Bill 11 0.0226 0.0168
Kothari, S. P. 11 0.0044 0.0018
Kashyap, Anil K. 11 0.0381 0.0000
Carey, Mark 11 0.0066 0.0000
Bekaert, Geert 11 0.0078 0.0820
Berk, Jonathan B. 11 0.0032 0.0020
Battalio, Robert H. 11 0.0059 0.0143
Wall, Larry D. 11 0.0092 0.0000
Allen, Franklin 11 0.0057 0.0131
Ang, Andrew 1 0.0013 0.0460
Viceira, Luis M. 1 0.0008 0.0205
Welch, Ivo 1 0.0067 0.0000
Coval, Joshua D. 1 0.0034 0.0404
Maksimovic, Vojislav 1 0.0036 0.0175
Veronesi, Pietro 1 0.0015 0.0821
Viswanathan, Sridhar 1 0.0074 0.0529
Karpoff, Jonathan M. 1 0.0022 0.0000
Barberis, Nicholas C. 1 0.0023 0.0346
Murphy, Kevin J. 1 0.0013 0.0000
Wruck, Karen Hopper 1 0.0030 0.0000
Hansen, Lars Peter 1 0.0015 0.0000
Hansen, Robert S. 1 0.0015 0.0329
Khanna, Naveen 1 0.0014 0.0105
Wolfenzon, Daniel 1 0.0029 0.0578
Himmelberg, Charles P. 1 0.0012 0.0000
Pontiff, Jeffrey 1 0.0040 0.0000
Bhattacharyya, Sugato 1 0.0002 0.0000
Bolton, Patrick 1 0.0008 0.0000
Tirole, Jean 1 0.0002 0.0000
Acharya, Viral V. 1 0.0054 0.0833
Eckbo, B. Espen 1 0.0024 0.0008
Boot, Arnoud W. A. 1 0.0004 0.0000
Hsieh, David A. 1 0.0021 0.0000
Sargent, Thomas J. 9 0.0062 0.0000
Hasan, Iftekhar 9 0.0230 0.0138
Sofianos, George 9 0.0009 0.0000
Campello, Murillo 9 0.0018 0.0769
Lettau, Martin 9 0.0085 0.0204
Womack, Kent L. 9 0.0040 0.0080
Starks, Laura T. 9 0.0128 0.0135
Spiegel, Matthew 9 0.0018 0.0000
Woodford, Michael 9 0.0025 0.0000
Fishman, Michael J. 9 0.0001 0.0000
McCormick, D. Timothy 9 0.0041 0.0065
Myers, Stewart C. 9 0.0003 0.0000
Richardson, Matthew P. 9 0.0040 0.0400
Cecchetti, Stephen G. 9 0.0083 0.0000
Strahan, Philip E. 9 0.0028 0.0018
La Porta, Rafael 9 0.0004 0.0000
Habib, Michel A. 9 0.0013 0.0000
Mahrt-Smith, Jan 9 0.0009 0.0000
Barclay, Michael J. 9 0.0006 0.0080
Zwiebel, Jeffrey 9 0.0032 0.0000
Levine, Ross L. 9 0.0138 0.0445
Shanken, Jay 9 0.0019 0.0200
Bernardo, Antonio E. 9 0.0023 0.0000
Lewellen, Jonathan 9 0.0004 0.0197
Zender, Jaime F. 9 0.0022 0.0000
Demirgüç-Kunt, Asli 9 0.0084 0.0462
Gompers, Paul A. 9 0.0016 0.0832
McConnell, John J. 9 0.0008 0.0000
Schultz, Paul Harvey 8 0.0067 0.0838
Bossaerts, Peter 8 0.0004 0.0000
Claessens, Stijn 8 0.0034 0.0392
Biais, Bruno 8 0.0008 0.0000
Clarke, George R.G. 8 0.0089 0.0137
Brown, Stephen J.C. 8 0.0008 0.0000
Conrad, Jennifer S. 8 0.0114 0.0256
Santa-Clara, Pedro 8 0.0133 0.1210
Petersen, Mitchell A. 8 0.0123 0.0073
Lo, Andrew 8 0.0047 0.0001
Valkanov, Rossen I. 8 0.0082 0.1117
Jones, Charles M. 8 0.0005 0.0089
MacKay, Peter I. 8 0.0028 0.0516
BHATTACHARYA, SUDIPTO 8 0.0037 0.0000
Mullainathan, Sendhil 8 0.0000 0.0000
Axelson, Ulf 8 0.0001 0.0000
Mauer, David C. 8 0.0050 0.0479
Lie, Erik 8 0.0014 0.0000
Robinson, David T. 8 0.0048 0.0435
Yermack, David L. 8 0.0044 0.0094
Perotti, Enrico C. 8 0.0033 0.0000
Routledge, Bryan R. 8 0.0002 0.0000
DeMarzo, Peter M. 8 0.0009 0.0107
DeYoung, Robert E. 8 0.0027 0.0143
Honohan, Patrick 8 0.0024 0.0185
Gervais, Simon 8 0.0088 0.0183
Field, Laura Casares 8 0.0006 0.0000
Diebold, Francis X. 8 0.0061 0.0000
Wachtel, Paul A. 8 0.0070 0.0052
Schoar, Antoinette 8 0.0019 0.0227
Noe, Thomas H. 8 0.0022 0.0000
Calomiris, Charles W. 8 0.0011 0.0000
Wilhelm, William J. 8 0.0026 0.0604
Almazan, Andres 8 0.0041 0.0170
Thakor, Anjan V. 8 0.0013 0.0209
Lerner, Josh 8 0.0048 0.0622
Andersen, Torben G. 8 0.0024 0.0000
Goldreich, David 8 0.0003 0.0203
Mehran, Hamid 8 0.0022 0.0000
Maenhout, Pascal J. 8 0.0045 0.0389
Wallace, Wanda A. 8 0.0114 0.0000
Bhattacharya, Utpal 8 0.0006 0.0053
Whited, Toni M. 7 0.0020 0.0450
Winton, Andrew 7 0.0013 0.0333
Stambaugh, Robert F. 7 0.0000 0.0000
Core, John E. 7 0.0008 0.0000
Cooper, Michael J. 7 0.0076 0.0484
Subrahmanyam, Avanidhar 7 0.0076 0.0657
Cull, Robert J. 7 0.0085 0.0180
Johnson, Shane A. 7 0.0017 0.0001
Walkling, Ralph A. 7 0.0024 0.0370
Back, Kerry 7 0.0003 0.0000
Halpern, Paul J. 7 0.0017 0.0000
Pan, Jun 7 0.0014 0.0396
Caprio, Gerard 7 0.0056 0.0158
Hamilton, James D. 7 0.0018 0.0000
Rosengren, Eric S. 7 0.0039 0.0000
Hellmann, Thomas F. 7 0.0003 0.0000
Brealey, Richard A. 7 0.0000 0.0000
Mikkelson, Wayne H. 7 0.0007 0.0021
Lehn, Kenneth M. 7 0.0004 0.0000
Bernhardt, Dan 7 0.0118 0.0084
Spatt, Chester S. 7 0.0030 0.0007
Hellwig, Martin F. 7 0.0009 0.0000
Zenner, Marc 7 0.0017 0.0000
Rydqvist, Kristian 7 0.0016 0.0041
Fraser, Donald R. 7 0.0008 0.0000
Freixas, Xavier 7 0.0035 0.0002
Shin, Hyun Song 7 0.0011 0.0000
Moskowitz, Tobias J. 7 0.0087 0.2167
Dimson, Elroy 7 0.0009 0.0000
Laeven, Luc 7 0.0230 0.0527
Loewenstein, Mark 7 0.0011 0.0006
Pedersen, Lasse Heje 7 0.0061 0.0875
Zimmerman, Jerold L. 7 0.0014 0.0000
Domowitz, Ian 7 0.0018 0.0000
Chemmanur, Thomas J. 7 0.0080 0.0211
Mayer, Colin P. 7 0.0051 0.0133
Kan, Raymond 7 0.0043 0.0000
Rubinstein, Mark E. 7 0.0002 0.0000
Servaes, Henri 7 0.0099 0.0324
Seppi, Duane J. 7 0.0018 0.0069
Senbet, Lemma W. 7 0.0017 0.0028
Hodrick, Laurie Simon 7 0.0004 0.0000
Brown, David T. 7 0.0004 0.0000
Masulis, Ronald W. 7 0.0004 0.0038
Collin-Dufresne, Pierre 7 0.0026 0.0000
Holden, Craig W. 7 0.0002 0.0000
Souleles, Nicholas S. 7 0.0030 0.0000
Santos, Tano J. 7 0.0008 0.0000
Harris, Lawrence E. 7 0.0004 0.0000
Miller, Darius P. 7 0.0024 0.0006
Sandås, Patrik 7 0.0050 0.0108
Svensson, Lars E.O. 7 0.0058 0.0000
Smith, Clifford W. 7 0.0018 0.0011
Hartzell, Jay C. 7 0.0009 0.0144
Kihlstrom, Richard E. 7 0.0001 0.0000
Slezak, Steve L. 7 0.0010 0.0043
Avery, Robert B. 7 0.0035 0.0000
Liu, Jun 7 0.0111 0.1374
Bebchuk, Lucian A. 7 0.0050 0.0055
Epstein, Larry G. 7 0.0006 0.0000
Glosten, Lawrence R. 7 0.0000 0.0000
Garbade, Kenneth D. 7 0.0004 0.0000
Krigman, Laurie 7 0.0007 0.0036
Schaefer, Stephen M. 7 0.0000 0.0000
Kogan, Leonid 6 0.0005 0.0362
Lee, D. Scott 6 0.0006 0.0000
Irvine, Paul J. 6 0.0043 0.0000
Koskinen, Yrjö 6 0.0001 0.0000
Bates, David S. 6 0.0014 0.0000
Merton, Robert C. 6 0.0004 0.0000
Mester, Loretta J. 6 0.0178 0.0045
Ross, Stephen A. 6 0.0034 0.0004
Metrick, Andrew 6 0.0001 0.0000
Grundy, Bruce D. 6 0.0002 0.0000
Chen, Long 6 0.0003 0.0000
Wermers, Russ 6 0.0006 0.0000
Sundaresan, Suresh M. 6 0.0004 0.0000
Chapman, David A. 6 0.0037 0.0009
Barry, Christopher B. 6 0.0054 0.0003
Benston, George J. 6 0.0082 0.0000
Greenwood, Robin M. 6 0.0072 0.1408
Guiso, Luigi 6 0.0036 0.0000
Chacko, George C. 6 0.0027 0.0175
Gutierrez, Roberto C. 6 0.0031 0.0094
Beck, Thorsten 6 0.0139 0.0324
Wang, Jiang 6 0.0001 0.0000
Bansal, Ravi 6 0.0052 0.0235
Ongena, Steven 6 0.0386 0.0366
Goldstein, Robert S. 6 0.0007 0.0000
Schwartz, Eduardo S. 6 0.0005 0.0000
Hendershott, Terrence 6 0.0008 0.0169
Mulherin, J. Harold 6 0.0001 0.0000
Holmström, Bengt R. 6 0.0008 0.0000
Denis, David J. 6 0.0013 0.0310
García, Diego 6 0.0016 0.0000
Rice, Edward M. 6 0.0006 0.0000
Elton, Edwin J. 6 0.0013 0.0000
Haushalter, David 6 0.0005 0.0000
Roberts, Michael R. 6 0.0015 0.0564
Das, Sanjiv Ranjan 6 0.0037 0.0568
Kane, Edward J. 6 0.0065 0.0000
Piazzesi, Monika 6 0.0003 0.0313
Hess, Alan C. 6 0.0052 0.0164
Yeung, Bernard Y. 6 0.0047 0.0450
Djankov, Simeon 6 0.0081 0.0334
Yosha, Oved 6 0.0002 0.0000
Kaufman, George G. 6 0.0099 0.0000
Rigobón, Roberto 6 0.0033 0.0007
Gehrig, Thomas 6 0.0034 0.0000
Degryse, Hans 6 0.0056 0.0203
Lipson, Marc L. 6 0.0014 0.0183
Sarkissian, Sergei 6 0.0049 0.1030
Vredin, Anders 6 0.0011 0.0000
Naik, Narayan Y. 6 0.0125 0.1086
Cornelli, Francesca 6 0.0032 0.0203
Kale, Jayant R. 6 0.0008 0.0000
Carr, Peter P. 6 0.0069 0.0072
Carpenter, Jennifer N. 6 0.0001 0.0000
Dybvig, Philip H. 6 0.0001 0.0006
Denis, Diane Kowalski 6 0.0001 0.0000
Li, Kai 6 0.0006 0.0282
Johnson, Timothy C. 6 0.0000 0.0035
Bliss, Robert R. 6 0.0019 0.0011
Saar, Gideon 6 0.0023 0.0058
Dewatripont, Mathias 6 0.0002 0.0000
Cao, H. Henry 6 0.0020 0.0031
Faccio, Mara 6 0.0023 0.0038
Cantor, Richard 6 0.0013 0.0000
MacKinlay, Andrew Craig 6 0.0000 0.0000
Huang, Ming 6 0.0001 0.0000
Dunbar, Craig G. 6 0.0001 0.0000
Rau, P. Raghavendra 6 0.0011 0.0191
Bollerslev, Tim 6 0.0001 0.0000
Pennacchi, George G. 6 0.0002 0.0032
Harris, Jeffrey H. 6 0.0116 0.0594
Gertler, Mark L. 5 0.0046 0.0000
Mayhew, Stewart 5 0.0023 0.0020
Thaler, Richard H. 5 0.0000 0.0000
Gillan, Stuart L. 5 0.0000 0.0000
Mayers, David 5 0.0001 0.0000
Ueda, Masako 5 0.0010 0.0313
Repullo, Rafael 5 0.0032 0.0143
Ghysels, Eric 5 0.0078 0.0266
Grinblatt, Mark S. 5 0.0012 0.0462
Robe, Michel A. 5 0.0049 0.0096
Seasholes, Mark S. 5 0.0011 0.0353
Chalmers, John M.R. 5 0.0014 0.0000
Kraus, Alan 5 0.0000 0.0000
Martin, J. Spencer 5 0.0089 0.0610
Thompson, Rex 5 0.0003 0.0000
Froot, Kenneth A. 5 0.0016 0.0249
Vissing-Jørgensen, Annette 5 0.0053 0.0216
Marquez, Robert 5 0.0007 0.0146
Garcia, René 5 0.0064 0.0115
Vijh, Anand M. 5 0.0000 0.0000
Lando, David 5 0.0017 0.0000
Green, T. Clifton 5 0.0000 0.0175
Kwast, Myron L. 5 0.0015 0.0000
Booth, James R. 5 0.0002 0.0000
Garmaise, Mark J. 5 0.0002 0.0301
Wang, Tan 5 0.0054 0.0328
Tauchen, George E. 5 0.0001 0.0000
Chan, Kalok 5 0.0040 0.0133
Garvey, Gerald T. 5 0.0009 0.0131
Fulghieri, Paolo 5 0.0002 0.0000
Warner, Jerold B. 5 0.0000 0.0000
Kumar, Raman 5 0.0006 0.0000
Berlin, Mitchell 5 0.0004 0.0000
Bris, Arturo 5 0.0007 0.0000
Jain, Prem C. 5 0.0032 0.0000
Corwin, Shane A. 5 0.0022 0.0674
Dell'Ariccia, Giovanni 5 0.0019 0.0130
Scheinkman, José A. 5 0.0001 0.0000
Hand, John R.M. 5 0.0017 0.0000
Hancock, Diana 5 0.0012 0.0000
Heinkel, Robert L. 5 0.0005 0.0000
Bacidore, Jeffrey M. 5 0.0002 0.0024
Johannes, Michael S. 5 0.0014 0.0155
Altman, Edward I. 5 0.0016 0.0000
Hall, Brian J. 5 0.0002 0.0000
Cooper, Ian A. 5 0.0001 0.0000
Gibbons, Robert S. 5 0.0000 0.0000
Pulvino, Todd C. 5 0.0015 0.0291
Müller, Holger M. 5 0.0013 0.0608
Jenter, Dirk 5 0.0054 0.2429
Long, John B. 5 0.0000 0.0000
Kim, E. Han 5 0.0018 0.0460
White, Lawrence J. 5 0.0023 0.0000
Morck, Randall K. 5 0.0058 0.0450
Angel, James J. 5 0.0004 0.0010
Errunza, Vihang R. 5 0.0012 0.0153
Moore, William T. 5 0.0017 0.0077
Haubrich, Joseph G. 5 0.0034 0.0076
Hatheway, Frank M. 5 0.0005 0.0000
Dann, Larry Y. 5 0.0004 0.0039
Nagel, Stefan 5 0.0039 0.1287
Parrino, Robert 5 0.0011 0.0009
Sirri, Erik R. 5 0.0015 0.0004
Singh, Ajai K. 5 0.0006 0.0000
Poterba, James M. 5 0.0036 0.0000
Hotchkiss, Edith Shwalb 5 0.0010 0.0079
Ruback, Richard S. 5 0.0000 0.0000
Aït-Sahalia, Yacine 5 0.0023 0.0013
Whitelaw, Robert F. 5 0.0009 0.0273
Neuberger, Anthony John 5 0.0004 0.0000
Nijman, Theo E. 5 0.0051 0.0000
Holderness, Clifford G. 5 0.0000 0.0000
Jegadeesh, Narasimhan 5 0.0035 0.0148
Lucas, Deborah J. 5 0.0001 0.0000
Christie, William Gary 5 0.0002 0.0000
Kandel, Eugene 5 0.0070 0.0132
Ludvigson, Sydney C. 5 0.0008 0.0204
Leland, Hayne E. 5 0.0000 0.0000
Chowdhry, Bhagwan 5 0.0001 0.0000
Duan, Jinchuan 5 0.0003 0.0016
Swaminathan, Bhaskaran 5 0.0052 0.0750
Dinç, I. Serdar 5 0.0005 0.0566
Kadlec, Gregory B. 5 0.0010 0.0153
Lyons, Richard K. 5 0.0001 0.0000
Ryngaert, Michael D. 5 0.0007 0.0000
Ingersoll, Jonathan E. 5 0.0014 0.0004
Chevalier, Judith A. 5 0.0004 0.0000
Hodrick, Robert J. 5 0.0008 0.0000
Kahl, Matthias 5 0.0003 0.0060
Ünal, Haluk 5 0.0050 0.0068
Shaffer, Sherrill L. 5 0.0094 0.0000
Saunders, Anthony 5 0.0045 0.0017
Edelen, Roger M. 5 0.0032 0.0206
Edwards, Amy K. 5 0.0001 0.0000
Suarez, Javier 5 0.0026 0.0218
Whaley, Robert E. 5 0.0032 0.0091
Fisman, Raymond J. 5 0.0014 0.0210
Coles, Jeffrey L. 5 0.0007 0.0010
Weston, James P. 5 0.0199 0.0225
Sherman, Ann Guenther 4 0.0012 0.0541
Detemple, Jérôme B. 4 0.0015 0.0115
Sinkey, Joseph F. 4 0.0029 0.0000
Ederington, Louis H. 4 0.0009 0.0000
Karceski, Jason 4 0.0030 0.0046
Dasgupta, Sudipto 4 0.0014 0.0000
Ericsson, Jan 4 0.0001 0.0000
Callahan, Tyrone W. 4 0.0000 0.0000
Sbordone, Argia M. 4 0.0000 0.0000
Tkac, Paula A. 4 0.0003 0.0000
Elsas, Ralf 4 0.0014 0.0160
Eisenbeis, Robert A. 4 0.0008 0.0000
Dittmar, Amy K. 4 0.0128 0.0287
De Nicoló, Gianni 4 0.0014 0.0094
Kanatas, George 4 0.0027 0.0095
Desai, Hemang 4 0.0003 0.0000
DeAngelo, Linda Elizabeth 4 0.0040 0.0228
DeLong, Gayle L. 4 0.0118 0.0000
Sims, Christopher A. 4 0.0004 0.0000
Shumway, Tyler 4 0.0012 0.0316
Buser, Stephen A. 4 0.0000 0.0000
McCallum, Bennett T. 4 0.0003 0.0000
Moser, James T. 4 0.0004 0.0000
Tsyplakov, Sergey 4 0.0020 0.0095
Sichel, Daniel E. 4 0.0001 0.0000
Shiller, Robert J. 4 0.0014 0.0000
Moen, Espen R. 4 0.0008 0.0000
Ju, Nengjiu 4 0.0000 0.0000
Foerster, Stephen R. 4 0.0000 0.0000
Teplá, Lucie 4 0.0000 0.0000
Jensen, Michael 4 0.0001 0.0000
Fishe, Raymond P.H. 4 0.0015 0.0154
Jackson, Patricia 4 0.0025 0.0000
Stutzer, Michael J. 4 0.0004 0.0000
Cocco, João F. 4 0.0034 0.0637
Jacobs, Kris 4 0.0014 0.0358
Nyborg, Kjell G. 4 0.0083 0.0235
Fleming, Michael J. 4 0.0000 0.0000
Klapper, Leora F. 4 0.0169 0.0462
Sundaram, Rangarajan K. 4 0.0002 0.0037
Jin, Li 4 0.0002 0.0000
Suominen, Matti 4 0.0022 0.0000
Sussman, Oren 4 0.0007 0.0086
Jarrow, Robert A. 4 0.0027 0.0027
Chan, Louis Kuo Chi 4 0.0014 0.0021
Chordia, Tarun 4 0.0044 0.0657
Francis, Jennifer 4 0.0000 0.0000
Frank, Murray Z. 4 0.0027 0.0065
Chaplinsky, Susan 4 0.0000 0.0000
Söderlind, Paul 4 0.0045 0.0000
Friebel, Guido 4 0.0000 0.0000
Krahnen, Jan Pieter 4 0.0007 0.0000
Meddahi, Nour 4 0.0006 0.0000
Jovanovic, Boyan 4 0.0000 0.0000
D'Avolio, Gene 4 0.0000 0.0000
Smets, Frank Rafael 4 0.0006 0.0000
Jordà, Òscar 4 0.0026 0.0009
Krishnamurthy, Arvind 4 0.0016 0.0009
Evans, Charles L. 4 0.0026 0.0000
Sarig, Oded H. 4 0.0016 0.0091
Smith, Jeffrey W. 4 0.0003 0.0000
Smith, Stephen D. 4 0.0036 0.0000
Sapienza, Paola 4 0.0033 0.0355
Santos, João A.C. 4 0.0023 0.0018
Jones, Christopher 4 0.0006 0.0680
Kilian, Lutz 4 0.0074 0.0000
McQueen, Grant R. 4 0.0015 0.0056
Cuoco, Domenico 4 0.0000 0.0000
Rochet, Jean Charles 4 0.0017 0.0011
Thornton, Daniel L. 4 0.0106 0.0050
Sagi, Jacob S. 4 0.0004 0.0000
Carletti, Elena 4 0.0057 0.0078
Sack, Brian P. 4 0.0006 0.0007
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Vaughan, Mark D. 4 0.0001 0.0000
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Cogley, Timothy W. 3 0.0001 0.0000
Humphrey, David Burras 3 0.0001 0.0007
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Werker, Bas J.M. 3 0.0020 0.0000
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Shivdasani, Anil 3 0.0002 0.0198
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Aguiar, Mark 3 0.0001 0.0000
Eichenbaum, Martin S. 3 0.0003 0.0000
Jappelli, Tullio 3 0.0005 0.0000
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Benartzi, Shlomo 3 0.0005 0.0000
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Guembel, Alexander 3 0.0000 0.0000
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Niehaus, Greg R. 3 0.0015 0.0069
Hwang, Chuanyang 3 0.0005 0.0080
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Shu, Susan Z. 3 0.0000 0.0000
Bauer, Gregory H. 3 0.0000 0.0000
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Shockley, Richard L. 3 0.0013 0.0060
Connor, Gregory 3 0.0000 0.0000
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Harford, Jarrad 3 0.0005 0.0178
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Jordan, Bradford D. 3 0.0022 0.0084
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Hovakimian, Armen 3 0.0050 0.0044
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Yilmaz, Bilge 3 0.0000 0.0000
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Hau, Harald 3 0.0001 0.0000
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Daines, Robert M. 3 0.0000 0.0000
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Dai, Qiang 3 0.0000 0.0045
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Jorion, Philippe 3 0.0008 0.0002
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Nenova, Tatiana 3 0.0014 0.0417
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Stern, Scott 3 0.0000 0.0000
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BILL ATKINSON 3 0.0000 0.0000
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Hege, Ulrich 3 0.0000 0.0000
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Cox, John C. 3 0.0000 0.0000
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Guenther, David A. 3 0.0011 0.0000
Ioffe, Ioulia D. 3 0.0025 0.0000
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Roberds, William T. 3 0.0008 0.0000
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Glen, Jack D. 3 0.0005 0.0000
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Reeb, David M. 3 0.0004 0.0016
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Dueker, Michael J. 3 0.0000 0.0000
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Sercu, Piet 3 0.0035 0.0000
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de Jong, Frank 3 0.0007 0.0193
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Gobbi, Giorgio 3 0.0006 0.0000
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Wahal, Sunil 3 0.0020 0.0116
Laux, Christian 3 0.0001 0.0000
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Novaes, Walter 3 0.0001 0.0000
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O'Hara, Maureen 3 0.0011 0.0321
Mehrotra, Vikas 3 0.0055 0.0021
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Henry, Peter Blair 2 0.0039 0.0628
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Pavlova, Anna 2 0.0000 0.0000
Howe, John S. 2 0.0009 0.0000
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ERIC RASMUSSEN 2 0.0000 0.0000
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NATHALIE ROSSIENSKY 2 0.0000 0.0000
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JAMES SHAPIRO 2 0.0002 0.0000
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Gordon, Robert J. 2 0.0000 0.0000
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Granato, Jim 2 0.0000 0.0000
Granger, Clive W.J. 2 0.0001 0.0000
Isakov, Dušan 2 0.0000 0.0000
Grullon, Gustavo 2 0.0027 0.0286
ROBERT FREEMAN 2 0.0005 0.0000
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Isaac, Alan G. 2 0.0000 0.0000
Rozeff, Michael S. 2 0.0006 0.0031
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Rajan, Uday 2 0.0004 0.0062
Israel, Ronen 2 0.0007 0.0089
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JERRY KEATING 2
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Goldberg, Linda S. 2 0.0000 0.0000
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Oyer, Paul 2 0.0031 0.0023
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Rindi, Barbara 2 0.0000 0.0000
Rime, Dagfinn 2 0.0008 0.0108
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Neely, Christopher J. 2 0.0000 0.0000
SUNGIL CHO 2 0.0001 0.0000
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Hass, Jerome E. 2 0.0000 0.0000
Estrella, Arturo 2 0.0005 0.0027
Eun, Cheol S. 2 0.0043 0.0020
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Sapp, Stephen 2 0.0054 0.0050
Harrington, Scott E. 2 0.0006 0.0025
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Partch, M. Megan 2 0.0010 0.0061
Nakamura, Leonard I. 2 0.0002 0.0000
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Parigi, Bruno M. 1 0.0023 0.0000
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MATT KLAEFFLING 1 0.0000 0.0000
MATTHEW G PRITSKER 1 0.0000 0.0000
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MATTHEW MERDES 1
Pecchenino, Rowena A. 1 0.0000 0.0000
MATTHIAS DORRZAPF 1 0.0000 0.0000
MAURICE EWING 1 0.0000 0.0000
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MARINA MURPHY 1 0.0000 0.0000
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Fulop, Andras 1 0.0000 0.0000
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Barth, James R. 1 0.0011 0.0158
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HC HO 1 0.0000 0.0000
Lin, Wenchang 1 0.0000 0.0000
Linck, James S. 1 0.0003 0.0011
Hall, Anthony D. 1 0.0000 0.0000
Lindert, Peter H. 1 0.0000 0.0000
Litterman, Robert B. 1 0.0000 0.0000
Liu, Ming 1 0.0000 0.0000
HERBERT BLOCH 1 0.0000 0.0000
Haliassos, Michael 1 0.0000 0.0000
HERBERT SCHIMPE 1 0.0000 0.0000
Haldane, Andrew G. 1 0.0000 0.0000
HERMAN MULDER 1 0.0000 0.0000
HOWARD FISHER 1 0.0000 0.0000
Lipkin, Michael D. 1 0.0000 0.0000
Litov, Lubomir P. 1 0.0000 0.0000
Haider, Steven J. 1 0.0000 0.0000
Hagerman, Robert L. 1 0.0000 0.0000
Habermeier, Karl F. 1 0.0000 0.0000
Haan, Marco A. 1
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HAROLD MILLER 1 0.0000 0.0000
Lim, Steve C. 1 0.0000 0.0000
Li, George Z. 1 0.0000 0.0000
Hanlon, Michelle 1 0.0000 0.0000
Hanweck, Gerald A. 1 0.0000 0.0000
Gürkan, Gül 1 0.0000 0.0000
Hanson, Michael S. 1 0.0000 0.0000
Li, Haitao 1 0.0032 0.0210
Gürkaynak, Refet S. 1 0.0000 0.0000
Li, Yuming 1 0.0000 0.0000
Li, Zhongfei 1 0.0000 0.0000
Hansen, Charlotte Strunk 1 0.0000 0.0000
Liang, Bing 1 0.0003 0.0054
Hansen, Bruce E. 1 0.0000 0.0000
Horst, Ulrich 1 0.0000 0.0000
H MIYAGISHI 1 0.0000 0.0000
Hanoch, Giora 1 0.0000 0.0000
H RAYMOND 1 0.0000 0.0000
Haltmaier, Jane T. 1 0.0001 0.0000
Liljeblom, Eva 1 0.0000 0.0000
HAIZHOU ZHOU 1 0.0000 0.0000
Handa, Puneet 1 0.0000 0.0000
Lillis, Charles M. 1 0.0000 0.0000
Han, Song 1 0.0000 0.0000
Han, Jerry C.Y. 1 0.0000 0.0000
Han, Bing 1 0.0001 0.0299
HAL BOSHER 1 0.0000 0.0000
HANNAH SABINE HEMPELL 1 0.0000 0.0000
Hamilton, Stanley W. 1 0.0000 0.0000
Hamao, Yasushi 1 0.0000 0.0000
HANS-JOACHIM KLOCKERS 1 0.0000 0.0000
Hamada, Koichi 1 0.0000 0.0000
Gron, Anne 1 0.0008 0.0052
Heidle, Hans G. 1 0.0000 0.0000
Griffin, John M. 1 0.0029 0.0907
Leipziger, Danny M. 1 0.0000 0.0000
Lundblad, Christian T. 1 0.0088 0.0660
Lund, Jesper 1 0.0000 0.0000
Grammig, Joachim 1 0.0000 0.0000
Lucas, Robert E. 1
Granero, Lluís M. 1 0.0000 0.0000
Lubrano, Michel 1 0.0000 0.0000
Lubberink, Martien 1 0.0000 0.0000
Grant, Charles 1 0.0000 0.0000
Hogan, Vincent 1 0.0000 0.0000
Lu, Yang K. 1 0.0000 0.0000
Leippold, Markus 1 0.0000 0.0000
Lozano-Vivas, Ana 1 0.0000 0.0000
Hitt, Lorin M. 1 0.0000 0.0000
Hoffman, Philip T. 1 0.0000 0.0000
Hoffman, Dennis L. 1 0.0000 0.0000
Grant, Simon 1 0.0000 0.0000
Lovo, Stefano 1 0.0000 0.0000
Hodgson, Douglas J. 1 0.0000 0.0000
Gray, Daniel 1 0.0000 0.0000
Hochberg, Yael V. 1 0.0000 0.0000
Hoberg, Gerard 1 0.0000 0.0000
Gray, Philip K. 1 0.0001 0.0000
Lel, Uǧur 1 0.0007 0.0000
Lemmen, Jan J.G. 1 0.0000 0.0000
Lundstedt, Kyle G. 1 0.0000 0.0000
Holden, Sarah 1 0.0000 0.0000
Graham, Fred C. 1 0.0000 0.0000
Lei, Adam Y.C. 1 0.0000 0.0000
M DEMARCHI 1 0.0000 0.0000
Lee, Michelle P. 1 0.0000 0.0000
Hoppe, Heidrun C. 1 0.0000 0.0000
Hope, Nicholas C. 1 0.0000 0.0000
Hooper, Vincent 1 0.0000 0.0000
Hooker, Mark A. 1 0.0000 0.0000
Honoré, Bo E. 1 0.0000 0.0000
Honkapohja, Seppo 1 0.0004 0.0000
Gottfries, Nils 1 0.0000 0.0000
Löflund, Anders 1 0.0000 0.0000
Lee, Roger W. 1 0.0000 0.0000
Leeson, Robert 1 0.0000 0.0000
Gourville, John T. 1 0.0000 0.0000
Homa, Kenneth E. 1 0.0000 0.0000
Gowrisankaran, Gautam 1 0.0000 0.0000
Luís, Jorge Barros 1 0.0000 0.0000
Holthausen, Robert W. 1 0.0000 0.0000
Grafe, Clemens 1 0.0000 0.0000
Lux, Thomas 1 0.0000 0.0000
Leftwich, Richard W. 1 0.0000 0.0000
Holmes, Phil 1
Holland, Allison 1 0.0000 0.0000
Lehavy, Reuven 1 0.0000 0.0303
Gray, Stephen F. 1 0.0003 0.0045
Leiderman, Leonardo 1 0.0000 0.0000
HUI HAO 1 0.0000 0.0000
Leone, Robert P. 1 0.0000 0.0000
Grieves, Robin 1 0.0000 0.0000
Hetzel, Robert L. 1 0.0005 0.0000
Hess, Gregory D. 1 0.0000 0.0000
Lesmond, David A. 1 0.0008 0.0239
Leshchinskii, Dima 1 0.0000 0.0000
Hilton, Spence 1 0.0000 0.0000
Hillion, Pierre 1 0.0001 0.0049
Hinkelmann, Christoph 1 0.0000 0.0000
Hilliard, James I. 1 0.0000 0.0000
Lorsch, Jay W. 1 0.0000 0.0000
Gresse, Carole 1 0.0000 0.0000
Grier, Kevin B. 1 0.0023 0.0000
Hettenhouse, George W. 1 0.0000 0.0000
Hilary, Gilles 1 0.0000 0.0000
Herzog, John P. 1 0.0000 0.0000
Lensink, Robert 1 0.0000 0.0000
Hertzel, Michael G. 1 0.0007 0.0056
Hite, Gailen L. 1 0.0000 0.0000
Green, Edward J. 1 0.0000 0.0000
Hiraki, Takato 1 0.0000 0.0000
Hickson, Charles R. 1 0.0000 0.0000
Lennox, Clive S. 1 0.0000 0.0000
Gresik, Thomas A. 1 0.0000 0.0000
Lorenzoni, Guido 1 0.0000 0.0000
Hirshleifer, Jack 1 0.0000 0.0000
Grier, Robin M. 1 0.0000 0.0000
Griffin, James M. 1 0.0000 0.0000
Liu, Waiman 0.0000 0.0000
Blanco, Juan M. 0.0021 0.0000
Blanco, Roberto 0.0012 0.0002
Vermilyea, Todd A. 0.0002 0.0000
Mithal, Sanjay 0.0006 0.0168
Unite, Angelo A. 0.0025 0.0000
Konishi, Masaru
Veronese, Giovanni 0.0000 0.0000
Mitra, Kaushik 0.0000 0.0000
von Rheinbaben, Joachim 0.0000 0.0003
de Giorgi, Enrico G. 0.0027 0.0000
Blake, Christopher R. 0.0000 0.0000
Bloomfield, Robert J. 0.0000 0.0013
Brown, Keith C. 0.0098 0.0172
Black, Harold A. 0.0003 0.0011
Kim, Moshe 0.0076 0.0011
Wald, John K. 0.0011 0.0080
Mentink, Albert 0.0000 0.0000
Khwaja, Asim Ijaz 0.0000 0.0555
Boyle, Glenn W. 0.0017 0.0061
Özkan, Aydin 0.0007 0.0004
Bovenberg, Arij Lans 0.0009 0.0000
Uchida, Hirofumi 0.0009 0.0000
Kim, Chang-jin 0.0004 0.0006
Bourghelle, David 0.0020 0.0028
Buch, Claudia M. 0.0036 0.0186
López-Salido, J. David 0.0001 0.0000
Moel, Alberto 0.0027 0.0071
Lopez, Jose A. 0.0010 0.0102
Kim, Joonghyuk 0.0013 0.0051
Veld-Merkoulova, Yulia V. 0.0009 0.0099
Brunello, Giorgio 0.0000 0.0000
Kooreman, Peter A.
Liu, Alfred Zhu 0.0000 0.0002
Uhrig-Homburg, Marliese 0.0027 0.0000
List, John A.
VanHoose, David D. 0.0001 0.0000
Koedijk, Kees G. 0.0011 0.0000
Luo, Yuanzhi 0.0009 0.0129
Brennan, Simon 0.0012 0.0002
Zurita, Felipe 0.0014 0.0000
de Ménil, Georges 0.0027 0.0010
Zutter, Chad J. 0.0001 0.0081
Mikhail, Michael B. 0.0023 0.0192
Kluger, Brian D. 0.0002 0.0005
Kini, Omesh 0.0000 0.0000
Kind, Axel H.
Vale, Bent 0.0079 0.0018
Klingebiel, Daniela 0.0000 0.0132
Boschen, John F. 0.0000 0.0000
Vanini, Paolo 0.0020 0.0057
Kliger, Doron 0.0031 0.0011
Valente, Giorgio 0.0007 0.0001
Kingston, Geoffrey H. 0.0009 0.0000
Lo, Mingchien 0.0007 0.0005
Vallés, Javier 0.0000 0.0000
Vestin, David 0.0003 0.0000
Boscaljon, Brian 0.0002 0.0004
Van Nieuwerburgh, Stijn G. 0.0006 0.0068
Louis, Henock 0.0023 0.0249
Mistrulli, Paolo Emilio 0.0024 0.0000
Bomfim, Antúlio N. 0.0005 0.0001
Vine, Daniel J. 0.0001 0.0000
Koch, Adam S. 0.0041 0.0026
Luo, Mi Meg 0.0000 0.0000
Boehm, Thomas P. 0.0003 0.0011
Brockman, Paul A. 0.0001 0.0004
Vlieghe, Gertjan 0.0039 0.0000
Van Norden, Simon 0.0001 0.0000
Veld, Chris 0.0009 0.0099
Klaassen, Pieter 0.0001 0.0000
Luo, Jiang 0.0000 0.0000
Bottazzi, Laura 0.0007 0.0000
Mian, Atif R. 0.0000 0.0555
Vishny, Robert W. 0.0000 0.0908
Kitsabunnarat-Chatjuthamard, Pattanaporn 0.0000 0.0000
Kirsh, Amir 0.0011 0.0076
Lomakka, Magnus 0.0016 0.0000
van de Velden, Henk 0.0001 0.0000
Liu, Yichen 0.0006 0.0005
Lucas, André 0.0001 0.0000
Braun, Matías 0.0005 0.0178
Mian, Shehzad L. 0.0000 0.0000
Miao, Jianjun 0.0018 0.0210
de Fontnouvelle, Patrick 0.0001 0.0058
Wu, Congsheng 0.0001 0.0002
Mendenhall, Richard R. 0.0001 0.0111
Angeloni, Ignazio 0.0007 0.0000
Lalonde, David 0.0002 0.0015
Wilkens, Sascha 0.0011 0.0000
Massa, Massimo 0.0033 0.0429
Yan, Yuxing 0.0000 0.0000
Yan, Xuemin Sterling (Sterling) 0.0055 0.0040
Banerjee, Priyodorshi
Manasse, Paolo 0.0007 0.0000
Baliga, Sandeep 0.0036 0.0033
Bali, Turan G. 0.0055 0.0040
Yan, An 0.0012 0.0157
Leitner, Yaron 0.0005 0.0029
Antweiler, Werner 0.0001 0.0030
Leitemo, Kai 0.0014 0.0020
Lantz, Carl 0.0006 0.0000
Apel, Mikael 0.0008 0.0000
Leite, Tore E. 0.0018 0.0000
Baek, Jae-seung 0.0005 0.0050
Wilde, Christian
Matos, Pedro Verga 0.0008 0.0031
Mendelson, Haim 0.0002 0.0081
Andrés, Javier 0.0000 0.0000
Mavroeidis, Sophocles 0.0051 0.0000
Maury, Benjamin 0.0021 0.0278
Barrios, Víctor E. 0.0021 0.0000
Malkamäki, Markku J. 0.0002 0.0003
Yerramilli, Vijay 0.0001 0.0063
Barnes, Colleen 0.0001 0.0000
Yeh, Yinhua 0.0000 0.0000
LaCour-Little, Michael 0.0001 0.0003
Yeager, Timothy J. 0.0023 0.0000
Widdicks, Martin 0.0000 0.0000
Yawson, Alfred 0.0016 0.0000
Anderson, Ronald C. 0.0009 0.0039
Yavaş, Abdullah 0.0009 0.0000
Andersson, Magnus 0.0016 0.0000
Yasuda, Yukihiro
Malmendier, Ulrike 0.0011 0.0395
Andricopoulos, Ari D. 0.0000 0.0000
Arping, Stefan 0.0046 0.0098
Wilson, John O.S. 0.0000 0.0039
Arslanalp, Serkan 0.0001 0.0000
Aruoba, S. Boraǧan
Lefanowicz, Craig E. 0.0003 0.0008
Woo, David 0.0064 0.0122
Mao, Connie X. 0.0002 0.0067
Woo, Sung-jun 0.0002 0.0502
Au, Andrea S. 0.0003 0.0036
Wu, Stephen 0.0009 0.0000
Lee, Young-sook 0.0018 0.0000
Wu, Liuren 0.0026 0.0098
Lee, BongSoo
Lee, Peggy M. 0.0001 0.0067
Marino, Anthony M. 0.0000 0.0000
Marini, François
Ayuso, Juan 0.0001 0.0009
Ayers, Benjamin C. 0.0003 0.0008
Lee, Jinsoo 0.0005 0.0013
Wright, Randall D.
Ayadi, Mohamed A. 0.0007 0.0011
Athanassakos, George 0.0000 0.0000
Marsh, Ian William 0.0012 0.0002
Wolman, Alexander L. 0.0010 0.0000
Lau, Sie Ting 0.0001 0.0002
Xu, Xinzhong 0.0018 0.0031
Wilson, Nick
Bae, Kee Hong 0.0010 0.0145
Larrain, Borja 0.0005 0.0178
Marton, Katherin 0.0011 0.0084
Lasfer, Meziane 0.0013 0.0003
Xu, Lixin Colin 0.0000 0.0013
Aruǧaslan, Onur 0.0001 0.0005
Atanasova, Christina V.
Xing, Yuhang 0.0002 0.0254
Lehar, Alfred 0.0030 0.0013
Asquith, Paul 0.0012 0.0204
Wysocki, Peter D. 0.0024 0.0025
Wojakowski, Rafał M. 0.0000 0.0000
Wolf, Avner S.
Aste, Tomaso
Malik, Farooq 0.0002 0.0001
Bartholdy, Jan 0.0009 0.0013
Anari, Ali 0.0012 0.0007
Benati, Luca 0.0027 0.0005
Zhong, Rui 0.0000 0.0003
Krische, Susan D. 0.0013 0.0051
Watanabe, Tsutomu 0.0004 0.0000
Aguerrevere, Felipe L. 0.0000 0.0490
Zhdanov, Alexei 0.0000 0.0007
Krishnamurti, Chandrasekhar 0.0000 0.0003
Krishnan, C. N.V. 0.0005 0.0016
Zhao, Xinge 0.0018 0.0038
Zhang, Zhe 0.0055 0.0040
McGregor, Rob Roy 0.0002 0.0000
Zhang, Hua 0.0000 0.0000
Kubik, Jeffrey D. 0.0003 0.0471
Lilian Ng, Lilian 0.0011 0.0123
Benninga, Simon Z. 0.0007 0.0091
Akhigbe, Aigbe O. 0.0000 0.0026
Li, Minqiang 0.0000 0.0000
Kumbhakar, Subal C. 0.0000 0.0059
Warther, Vincent A. 0.0007 0.0201
Meade, Ellen E. 0.0012 0.0002
Bertola, Giuseppe 0.0006 0.0001
Bianco, Magda 0.0000 0.0000
Melnik, Arie L. 0.0013 0.0003
Lioui, Abraham 0.0002 0.0000
Koustas, Zisimos 0.0000 0.0000
Ma, Tongshu 0.0022 0.0073
Mele, Antonio 0.0014 0.0215
Wang, Ashley W. 0.0018 0.0377
Wang, Changyun 0.0000 0.0012
Kracaw, William A. 0.0000 0.0000
Warachka, Mitch Craig 0.0006 0.0027
Bharadwaj, Anu 0.0000 0.0075
MacIntosh, Jeffrey G. 0.0015 0.0002
Wang, Steven Shuye
Bhagat, Sanjai 0.0043 0.0203
Bhabra, Harjeet Singh 0.0007 0.0000
Bettis, J. Carr 0.0000 0.0001
Wang, Zhiqiang 0.0000 0.0000
Wei, Steven 0.0018 0.0073
Kung, Ashley W.P.
Yin, Xiangkang 0.0005 0.0000
Beltratti, Andrea E.
Kübler, Felix 0.0002 0.0000
Yu, Susana
Yu, Min 0.0000 0.0012
Bauer, Wolfgang 0.0001 0.0256
Bauer, Rob M.M.J. 0.0011 0.0000
Makarov, Igor 0.0001 0.0001
Yu, Fan 0.0009 0.0113
Young, Andrew Thomas 0.0037 0.0001
Ammann, Manuel
Mayer-Foulkes, David A. 0.0005 0.0000
Leuz, Christian 0.0024 0.0025
Leung, Mark T.
Yogo, Motohiro 0.0002 0.0013
Bass, Richard F. 0.0005 0.0024
Whelan, Karl T. 0.0028 0.0028
Yip, Paul S.L. 0.0001 0.0002
Whitcomb, David K. 0.0002 0.0060
Yu, Xiaoyun 0.0001 0.0026
Yuan, Kathy 0.0032 0.0017
Yung, Chris 0.0005 0.0002
Almeida, Heitor V. 0.0061 0.1218
Belaire-Franch, Jorge
Ali, Ashiq 0.0002 0.0000
Beine, Michel 0.0071 0.0001
Weintraub, Daniela B. 0.0000 0.0000
Beetsma, Roel M.W.J. 0.0009 0.0000
Weisbenner, Scott J. 0.0000 0.0056
McComb, Robert P. 0.0021 0.0000
Becchetti, Leonardo 0.0009 0.0013
Amato, Jeffery D. 0.0000 0.0000
Beccalli, Elena 0.0014 0.0021
Kutsuna, Kenji 0.0016 0.0145
Kwak, Sungkyu 0.0001 0.0033
Beatty, Anne L. 0.0000 0.0052
Mazzeo, Michael A. 0.0005 0.0076
Maheu, John M. 0.0002 0.0013
Altınkılıç, Oya 0.0003 0.0329
Liaw, Gwohorng
Rangan, Kasturi P. 0.0000 0.0026
Turnovsky, Stephen J.
Schaller, Huntley 0.0012 0.0013
Espahbodi, Hassan 0.0000 0.0012
Hofmans, Heleen M J
Hogan, Steve 0.0006 0.0027
Eraker, Bjørn 0.0001 0.0191
Perli, Roberto 0.0033 0.0008
Episcopos, Athanasios 0.0018 0.0022
Eom, Youngho 0.0001 0.0037
Hoi, Chunkeung 0.0000 0.0010
Perez, Stephen J. 0.0023 0.0013
Peress, Joël 0.0019 0.0040
Schaling, Eric
Pennathur, Anita K. 0.0000 0.0040
Pederzoli, Chiara 0.0014 0.0002
Peng, Wensheng
Schellhorn, Carolin D. 0.0000 0.0023
Elston, Julie Ann 0.0000 0.0000
Holmén, Martin 0.0011 0.0259
Holthausen, Cornelia 0.0004 0.0002
Hommes, Cars 0.0001 0.0000
Schlingemann, Frederik P. 0.0022 0.0811
Elger, C. Thomas 0.0000 0.0000
Elder, John 0.0000 0.0000
Hong, Gwangheon 0.0000 0.0044
Eisfeldt, Andrea L. 0.0014 0.0040
Espahbodi, Pouran 0.0000 0.0012
Espinosa-Vega, Marco A. 0.0010 0.0054
Hoffman, Barak D. 0.0000 0.0000
Sarkar, Sudipto 0.0007 0.0186
Sadka, Ronnie 0.0004 0.0066
Farley, Dennis E. 0.0000 0.0001
Safieddine, Assem M. 0.0001 0.0073
Hidalgo, Fernando Pérez De Garcia
Faleye, Olubunmi 0.0000 0.0144
Phillips, Peter C.B. 0.0012 0.0002
Higgins, Eric James 0.0001 0.0004
Faber, Riemer P.
Saly, P. Jane 0.0004 0.0006
Samartín, Margarita 0.0027 0.0000
Fabbri, Daniela 0.0011 0.0064
Samwick, Andrew A. 0.0008 0.0098
Pham, Peter Kien 0.0027 0.0037
Hines, James R. 0.0002 0.0209
Sangvinatsos, Antonios 0.0001 0.0233
Peura, Samu
Petrella, Giovanni 0.0000 0.0017
Petey, Joël 0.0016 0.0000
Ho, Chiacheng 0.0002 0.0004
Ewing, Bradley T. 0.0002 0.0001
Sapp, Travis R.A. 0.0000 0.0029
Evans, George W. 0.0003 0.0000
Sarkar, Subrata 0.0000 0.0059
Peek, Joe 0.0000 0.0000
Hong, Yongmiao 0.0001 0.0143
Faulkender, Michael W. 0.0009 0.0193
Palomino, Frédéric 0.0014 0.0075
Sequeira, John M. 0.0000 0.0003
Serbin, Vitaly 0.0000 0.0199
Panigirtzoglou, Nikolaos 0.0066 0.0130
Serletis, Apostólos 0.0016 0.0000
Serrat, Angel 0.0000 0.0000
Hurst, Erik 0.0026 0.0001
DuCharme, Larry L. 0.0002 0.0000
Hutchison, Michael M. 0.0002 0.0000
Drucker, Steven 0.0000 0.0101
Hwang, Leeseok 0.0002 0.0000
Driffill, John 0.0002 0.0000
Shane, Hilary 0.0002 0.0051
Schmit, Mathias 0.0032 0.0000
Pajuste, Anete 0.0021 0.0278
Diro Ejara, Demissew 0.0000 0.0000
Paeglis, Imants 0.0005 0.0054
Sheets, Nathan 0.0012 0.0002
Dimand, Robert W.
Packer, Frank 0.0001 0.0020
Shi, Charles 0.0000 0.0002
Instefjord, Norvald 0.0002 0.0000
Ioannides, Michalis 0.0041 0.0000
Ioannidou, Vasso P. 0.0005 0.0000
Shin, Geunhwan 0.0001 0.0011
Panther, Patrick F. 0.0002 0.0037
Dunkelberg, William C. 0.0005 0.0091
Papell, David H. 0.0002 0.0001
Parente, Stephen L. 0.0021 0.0000
Scholl, Brian 0.0006 0.0000
Houweling, Patrick 0.0000 0.0000
Pauzner, Ady 0.0031 0.0017
Howitt, Peter W. 0.0005 0.0000
Schuh, Scott D. 0.0023 0.0000
Patterson, Gary A. 0.0000 0.0016
Hribar, Paul 0.0003 0.0177
Hsu, David H. 0.0018 0.0207
Pathak, Parag A. 0.0001 0.0168
Hu, Jian 0.0001 0.0028
Parsley, David C. 0.0000 0.0007
Huang, Wei 0.0005 0.0013
Huang, Zhangkai 0.0005 0.0104
Scott, Jonathan A. 0.0005 0.0091
Dück, Peter W. 0.0000 0.0000
Döbeli, Barbara 0.0020 0.0057
Park, Kyungsuh 0.0005 0.0050
Décamps, Jean Paul 0.0014 0.0011
Sefcik, Stephan E. 0.0002 0.0000
Dvořák, Tomáš 0.0000 0.0065
Dvoracek, Vladimir 0.0002 0.0035
Dutkowsky, Donald H. 0.0009 0.0000
Hudson, Carl D.
Sade, Orly 0.0005 0.0086
Saad, Mohsen 0.0002 0.0056
Di Matteo, Tiziana
Gârleanu, Nicolae 0.0001 0.0078
Getmansky, Mila 0.0001 0.0001
Gruben, William C. 0.0021 0.0000
Grunert, Jens 0.0020 0.0028
Gerlach, Stefan
Guedhami, Omrane 0.0010 0.0032
Gugler, Klaus 0.0014 0.0000
Guo, Lin 0.0005 0.0003
Genay, Hesna 0.0005 0.0000
Gupta, Anurag 0.0008 0.0169
Guthrie, Graeme A. 0.0021 0.0048
Gwin, Carl R. 0.0002 0.0000
Rijken, Herbert A. 0.0000 0.0000
Hakenes, Hendrik 0.0014 0.0014
Gómez-Biscarri, Javier
Rindisbacher, Marcel 0.0002 0.0115
Gaspar, José Miguel 0.0008 0.0031
García-Cestona, Miguel A. 0.0001 0.0000
Robertsson, Göran 0.0002 0.0143
Robinson, Breck L. 0.0000 0.0000
Gande, Amar 0.0000 0.0007
Gambacorta, Leonardo 0.0024 0.0000
Qian, Meijun 0.0012 0.0082
Gagliardini, Patrick 0.0000 0.0000
Pérez, Daniel 0.0001 0.0009
Gropper, Daniel M.
Reschreiter, Andreas
Giannopoulos, Kostas 0.0005 0.0000
Giesecke, Kay 0.0023 0.0000
Rand?y, Trond
Ramírez, Gabriel G. 0.0023 0.0022
Rapach, David E. 0.0009 0.0000
Gouriéroux, Christian 0.0000 0.0000
González, Francisco
Ramey, Valerie A. 0.0001 0.0000
Golinelli, Roberto 0.0000 0.0001
Golec, Joseph H. 0.0000 0.0004
Goldstein, Itay 0.0031 0.0017
Goldberg, Dror 0.0041 0.0000
Ramadorai, Tarun 0.0008 0.0249
Gogas, Periklis 0.0007 0.0000
Goettler, Ronald L. 0.0008 0.0048
Goddard, John A. 0.0000 0.0039
Gneezy, Uri
Rebello, Michael J. 0.0001 0.0000
Glennon, Dennis C. 0.0002 0.0013
Gleason, Kimberly Catherine 0.0000 0.0040
Grant, James L.
Rajan, Madhav V. 0.0009 0.0049
Grauer, Robert R. 0.0016 0.0000
Graziano, Clara 0.0000 0.0000
Reiss, Peter C. 0.0000 0.0001
Haigh, Michael S.
Protter, Philip 0.0000 0.0000
Favero, Carlo A. 0.0012 0.0000
Fleming, Wendell H. 0.0000 0.0000
Rutherford, Ronald C. 0.0009 0.0000
Post, Thierry 0.0009 0.0000
Ryser, Marc 0.0001 0.0256
Haslem, Bruce 0.0000 0.0004
Hassan, M. Kabir 0.0037 0.0013
Poon, Winnie P.H.
Forni, Mario 0.0000 0.0000
Pong, Shiuyan 0.0000 0.0000
Poncet, Patrice 0.0002 0.0000
Hauser, Shmuel 0.0014 0.0087
Foley, C. Fritz 0.0002 0.0209
Fisher, Lance A. 0.0009 0.0000
Prodan, Ruxandra 0.0002 0.0001
Polak, Ben 0.0036 0.0033
Finn, Frank J. 0.0001 0.0045
Ferris, Stephen P. 0.0007 0.0000
Ferri, Michael G. 0.0003 0.0010
Heffernan, Shelagh A. 0.0000 0.0000
Fernando, Chitru S. 0.0040 0.0504
Helmantel, Mark 0.0006 0.0020
Ferguson, Michael F. 0.0001 0.0060
Feng, Lei 0.0001 0.0353
Hermalin, Benjamin E. 0.0009 0.0099
Pilotte, Eugene A.
Fratantoni, Michael C. 0.0023 0.0000
Fratzscher, Marcel 0.0012 0.0001
Hardy, Daniel C. 0.0003 0.0071
Potters, Jan J.M.
Pritchard, Adam C. 0.0002 0.0000
Pritamani, Mahesh D. 0.0001 0.0016
Prisman, Eliezer Zeev 0.0012 0.0000
Prior, Diego
Hallsten, Kerstin 0.0008 0.0000
Rosen, Harvey S. 0.0009 0.0000
Rosenfeld, James D. 0.0004 0.0000
Predescu, Mirela 0.0005 0.0000
Rossi, Paola 0.0000 0.0000
Roszbach, Kasper 0.0000 0.0000
Fu, Fangjian 0.0000 0.0003
Frino, Alex 0.0001 0.0000
Roush, Jennifer E. 0.0005 0.0000
Fries, Steven M. 0.0003 0.0023
Rovelli, Riccardo 0.0033 0.0001
Powell, Ronan G. 0.0016 0.0000
Rubalcava, Arturo 0.0001 0.0000
Hansen, Ernst 0.0001 0.0000
Ruckes, Martin E. 0.0018 0.0158
Rudd, Jeremy B. 0.0002 0.0000
Friberg, Richard 0.0008 0.0000
Ruge-Murciá, Francisco J. 0.0014 0.0021
Rui, Oliver Meng
Shintani, Mototsugu 0.0018 0.0000
Dhillon, Upinder S. 0.0002 0.0005
Kho, Bong-chan 0.0002 0.0273
Jung, Yongseung 0.0018 0.0014
Chang, Shaochi 0.0006 0.0005
Jordan, James V. 0.0000 0.0000
Taci, Anita 0.0003 0.0023
Chan, Yeung Lewis 0.0000 0.0030
Chan, Wesley S. 0.0005 0.0149
Taksler, Glen B. 0.0000 0.0047
Nagar, Venky 0.0009 0.0049
Chan, Janus 0.0000 0.0000
Jung, Taehun 0.0004 0.0000
Tallman, Ellis W. 0.0002 0.0000
Chakravarty, Sugato 0.0007 0.0298
Chakrabarti, Rajesh 0.0005 0.0013
Tevlin, Stacey 0.0001 0.0001
Chae, Joon 0.0005 0.0102
Tate, Geoffrey 0.0011 0.0395
Tawn, Jonathan 0.0000 0.0000
Taylor, Alex P. 0.0001 0.0000
Taylor, Beck A. 0.0002 0.0000
Taylor, Nicholas 0.0000 0.0001
Taylor, Stephen J. 0.0000 0.0000
Teo, Melvyn 0.0043 0.0529
Teranishi, Yuki 0.0004 0.0000
Terlizzese, Daniele 0.0007 0.0000
Casassus, Jaime 0.0001 0.0000
Chappell, Henry W. 0.0002 0.0000
Chari, Anusha 0.0012 0.0628
Nair, Vinay B. 0.0004 0.0323
Charupat, Narat 0.0012 0.0000
Cho, Seong-yeon 0.0000 0.0003
Neiss, Katharine S. 0.0002 0.0000
Sy, Amadou N.R. 0.0036 0.0000
Chiyachantana, Chiraphol N. 0.0002 0.0001
Chiou, Ingyu 0.0000 0.0000
Neis, Eric 0.0006 0.0168
Chiang, Kevin C.H.
Johnson, Kevin M. 0.0002 0.0049
Cheng, Shijun 0.0009 0.0049
Sánchez, Susana M. 0.0000 0.0007
Chen, Sheng-Syan 0.0006 0.0005
Nayda, William I. 0.0033 0.0008
Sørensen, Carsten 0.0002 0.0061
Nash, Robert C. 0.0043 0.0178
Narayanan, Rajesh P. 0.0000 0.0026
Chen, Honghui 0.0003 0.0053
Jokivuolle, Esa
Jones, Barry E. 0.0000 0.0000
Chen, An Sing
Chaudhuri, Kausik 0.0000 0.0000
Jones, Howard 0.0001 0.0249
Nanda, Dhananjay D.J. 0.0024 0.0025
Jones, John Bailey 0.0036 0.0000
Casamatta, Catherine 0.0000 0.0040
Kacperczyk, Marcin 0.0025 0.0132
Choe, Hyuk J. 0.0002 0.0273
Tse, Yiuman 0.0000 0.0003
Torricelli, Costanza 0.0014 0.0002
Cadenillas, Abel 0.0006 0.0044
Mori, Alessandra 0.0000 0.0000
Kato, Hideaki Kiyoshi 0.0017 0.0208
Morgan, Angela G. 0.0005 0.0020
Moreno, Antonio 0.0013 0.0151
Trombley, Mark A. 0.0002 0.0000
Moore, Robert R. 0.0004 0.0000
Tsai, Alexander C. 0.0002 0.0051
Kemsley, Deen 0.0004 0.0050
Kerkhof, Jeroen 0.0004 0.0000
Tsekrekos, Andrianos E. 0.0000 0.0000
Kadan, Ohad 0.0004 0.0132
Tsui, Kevin K. 0.0000 0.0000
Tsuruga, Takayuki 0.0000 0.0000
Tsutsui, Yoshiro 0.0009 0.0000
Byun, Jinho 0.0000 0.0031
Tu, Jun 0.0003 0.0284
Keuschnigg, Christian 0.0008 0.0016
Bushman, Robert M. 0.0000 0.0007
Khang, Kenneth 0.0000 0.0044
Mojon, Benôıt 0.0007 0.0000
Tunaru, Radu S. 0.0005 0.0000
Tunca, Tunay I. 0.0002 0.0081
Topaloglu, Selim 0.0013 0.0353
Cai, Hongbin 0.0000 0.0000
Kapteyn, Arie
Cakici, Nusret 0.0055 0.0040
Kahan, Marcel 0.0000 0.0037
Kalev, Petko S. 0.0027 0.0037
Kallberg, Jarl G. 0.0000 0.0059
Thomas, Dylan C. 0.0013 0.0003
Kam, Taikong 0.0000 0.0003
Munk, Claus 0.0002 0.0061
Carlin, Wendy 0.0013 0.0133
Mukhopadhyay, Tridas 0.0009 0.0075
Kang, Qiang 0.0002 0.0170
Caporale, Tony 0.0005 0.0000
Cantillo, Miguel 0.0023 0.0000
Tice, Sheri 0.0001 0.0105
Canner, Glenn B. 0.0000 0.0000
Kanniainen, Vesa 0.0008 0.0016
Cannavan, Damien 0.0001 0.0045
Tirtiroǧlu, Ercan 0.0004 0.0001
Canhoto, Ana Isabel 0.0001 0.0000
Mougeot, Nicolas 0.0011 0.0024
Campbell, Terry L. 0.0001 0.0006
Motto, Roberto 0.0012 0.0000
Kapadia, Nikunj 0.0068 0.0602
Callaghan, Sandra Renfro 0.0028 0.0008
Moses, Michael 0.0004 0.0068
Rangan, Nanda K. 0.0000 0.0026
Svenstrup, Mikkel 0.0036 0.0003
Isik, Ihsan 0.0037 0.0013
Spellman, Lewis J. 0.0000 0.0023
Otero, Rafael 0.0000 0.0000
Dai, Qinglei 0.0043 0.0056
Dacorogna, Michel M.
Opong, Kwaku Kyekyeku
Smith, Bruce D. 0.0005 0.0075
Smith, Julie K. 0.0018 0.0000
Smith, Richard L. 0.0016 0.0145
Snell, Andy J. 0.0002 0.0000
Oh, Seonghwan 0.0000 0.0000
Sonnemans, Joep 0.0001 0.0000
Sorge, Marco 0.0000 0.0028
Cysne, Rubens Penha
Noy, Ilan 0.0002 0.0000
Cvitanić, Jakŝa 0.0006 0.0044
Cuñado Eizaguirre, Juncal
Springer, Thomas M. 0.0009 0.0000
Næs, Randi 0.0001 0.0016
Cummins, J. David 0.0002 0.0015
Jacoby, Gady 0.0000 0.0000
Stafford, Frank P. 0.0026 0.0001
Jafry, Yusuf 0.0000 0.0000
Crivelli, Juan Miguel 0.0004 0.0031
Cristadoro, Riccardo 0.0000 0.0000
Nucci, Francesco 0.0005 0.0001
Skjeltorp, Johannes Atle 0.0001 0.0016
Daniels, Kenneth N. 0.0004 0.0001
Ott, Steven H. 0.0003 0.0044
Darrat, Ali F. 0.0000 0.0000
Devos, Erik 0.0000 0.0003
Iwata, Shigeru 0.0000 0.0000
Ize, Alain 0.0001 0.0053
Shoesmith, Gary L. 0.0000 0.0000
Shome, Dilip K. 0.0001 0.0016
Dessein, Wouter 0.0005 0.0260
Sialm, Clemens 0.0025 0.0132
Sickles, Robin C. 0.0000 0.0000
Siddique, Akhtar R. 0.0004 0.0221
Demiralp, Selva 0.0015 0.0010
Siegel, Jordan I. 0.0041 0.1021
Siegler, Mark V. 0.0023 0.0013
Sierra González, Jaime Humberto 0.0009 0.0013
Ozkan, Neslihan 0.0007 0.0004
Declerck, Fany 0.0020 0.0028
Simaan, Yusif E. 0.0002 0.0060
Deaves, Richard 0.0018 0.0008
De Vries, Casper G. 0.0027 0.0000
De Motta, Adolfo 0.0031 0.0152
Oxelheim, Lars
Singh, Rajdeep 0.0005 0.0079
Ou-Yang, Hui 0.0023 0.1115
Otten, Rogér 0.0011 0.0000
Crespí, Rafel 0.0001 0.0000
Jakob, Keith J. 0.0004 0.0031
Chou, Ray Yeutien 0.0032 0.0005
Sullivan, Michael J. 0.0025 0.0000
Cohen, Alma 0.0007 0.0055
Sturm, Jan-Egbert 0.0005 0.0059
Ni, Sophie Xiaoyan 0.0006 0.0054
Coccorese, Paolo 0.0000 0.0050
Jerome, Afeikhena T. 0.0000 0.0002
Nguyen, Nghia Q. 0.0000 0.0075
Jeung, Shindong 0.0009 0.0000
Clement, Michael B. 0.0000 0.0000
Ng, Angela 0.0000 0.0028
Newton, David P. 0.0000 0.0000
Suchard, Jo Ann C. 0.0010 0.0036
Jiang, Christine X. 0.0002 0.0001
Nosal, Ed 0.0000 0.0031
Chuwonganant, Chairat 0.0003 0.0035
Summerhill, William R. 0.0000 0.0019
Sun, Amy X. 0.0041 0.0026
Jiang, Guolin 0.0000 0.0018
Jiang, Li
Chrystal, K. Alec 0.0018 0.0000
Christophe, Stephen E. 0.0003 0.0010
Sung, Jaeyoung 0.0005 0.0001
Jiltsov, Alexei 0.0006 0.0147
Christensen, Jens H.E. 0.0001 0.0000
Jiménez, Gabriel 0.0005 0.0089
Collender, Robert Neil 0.0001 0.0000
Stroud, Jonathan R. 0.0009 0.0223
Strong, Norman C. 0.0001 0.0031
Jeitschko, Thomas D. 0.0009 0.0000
Cowan, Charles D. 0.0000 0.0002
Steen, Adam 0.0021 0.0037
Jallath-Coria, Eduardo 0.0009 0.0075
Cowan, Adrian M. 0.0000 0.0002
Covrig, Vicentiu M. 0.0011 0.0123
Noronha, Gregory M. 0.0001 0.0009
Stein, Jerome L. 0.0000 0.0000
Nordén, Lars L. 0.0000 0.0070
Jankov, Ljubinko 0.0004 0.0005
Janmaat, John A. 0.0016 0.0000
Stivers, Chris T. 0.0000 0.0195
Noah, Robert 0.0043 0.0203
Stock, Duane R. 0.0000 0.0000
Stoimenov, Pavel A. 0.0011 0.0000
Jarnecic, Elvis 0.0000 0.0000
Nimalendran, Mahendrarajah 0.0022 0.0193
Corielli, Francesco 0.0000 0.0000
Nilsson, Mattias 0.0007 0.0426
Cook, Douglas O. 0.0040 0.0064
Nikolov, Kalin 0.0028 0.0003
Stover, Roger D. 0.0009 0.0013
Connolly, Robert A. 0.0000 0.0195
Nigro, Peter J. 0.0002 0.0013
Fernández, Pablo 0.0009 0.0000