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Authors in Africa

This list attempts to categories authors by fields. The procedure is to look at all their papers announced in a NEP report. If 5 or more have appeared in a report, authors are considered to be working within that field. For authors whose first paper is less than 10 years old, having 25% of the papers announced in NEP be announced in this report is sufficient. Note that a paper may appear in several reports.

Below are authors identified to be in the following field: NEP-AFR (Africa). See the top institutions and authors in this field. ? signals authors with whom we have lost contact and are seeking a current email address.


A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z

A
Abate, Gashaw Tadesse Agyemang, Otuo Serebour Anyanwu, John C.
Abban, Stanley Akay, Alpaslan Anyikwa, Izunna Chima
Abdel-Latif, Hany Akim, Al-mouksit Apouey, Benedicte H.
Abdisa, Lamessa Tariku Akpa, Emeka Okoro Araar, Abdelkrim
Abdulai, Awudu Akpalu, Wisdom Araujo Bonjean, Catherine
Abdullahi, Shafiu Ibrahim Akpan, Usenobong F. Arbache, Jorge
Abebe, Abebe Shimeles Akresh, Richard Arcand, Jean-Louis
Acheampong, Theophilus Aladejare, Samson Adeniyi Ardington, Cally
Adam, Christopher Alagidede, Paul Arezki, Rabah
Addison, Tony Alem, Yonas Arndt, Channing
Adekunle, Ibrahim Ayoade Alfani, Federica Aron, Janine
Adeleye, Ngozi Alhassan, Hamdiyah Arun, Thankom Gopinath
Adepoju, Temitayo Adenike Ali, Daniel Ayalew Arvanitis, Yannis
Adetutu, Morakinyo O. Alimi, R. Santos Ashraf, Quamrul H.
Adom, Philip Kofi Aliyu, Shehu Usman Rano Asongu, Simplice A
Adu, George Alloush, Mo Assiotis, Andreas
Adu, Kofi Osei Amado, Maria Alejandra Atanda, Akinwande AbdulMaliq ?
Adu-Gyamfi, Richard Amankwah, Ernest Attallah, May
Afego, Pyemo Nathan Amavilah, Voxi Heinrich S Atuhurra, Julius Favourite
Afesorgbor, Sylvanus Kwaku Amin, Ariane Auriol, Emmanuelle
Afonso, Helena Amoah, Anthony Ayadi, Mohamed
Aga, Gemechu Ayana Anderson, Kym Azam, Jean-Paul
Agaje, Tadele Ferede Andre, Pierre
Aguilar Esteva, Arturo Alberto Annim, Samuel Kobina
B
Badiane, Ousmane ? Bello, Ahmad ? Bogetic, Zeljko
Badolo, Felix Benin, Samuel Ekow Bohlmann, Heinrich Rudi
Bakkour, Darine Hamad Benjamin, Emmanuel Olatunbosun Bold, Tessa
Balcilar, Mehmet Ben Jebli, Mehdi Bonga-Bonga, Lumengo
Baliamoune, Mina N. Ben Salha, Ousama Boshoff, Willem H.
Balogun, Emmanuel Dele Benson, Todd D Botha, Ferdi
Baltagi, Badi H. Ben Youssef, Adel Bouet, Antoine
Bargain, Olivier Berahab, Rim Boughton, Duncan Harvey
Barr, Abigail Margaret Bernard, Tanguy Boxell, Levi
Barrett, Christopher B. Berresaw, Menale Kassie Boysen, Ole
Barros, Carlos Pestana Bertocchi, Graziella Bozzoli, Carlos G.
Barsbai, Toman Bessler, David A Brambilla, Irene
Bastian, Gautam Gustav Bezu, Sosina Branson, Nicola
Batana, Yele Maweki Bhalotra, Sonia Radhika Breisinger, Clemens
Batista, Catia Bibi, Sami Breitenbach, Marthinus Christoffel
Batuo, Michael Enowbi Bicaba, Zorobabel Tamoue Brixiova, Zuzana
Bauer, Michal Bigsten, Arne Broadberry, Stephen
Baumann, Brittany A. Birdsall, Nancy Brown, Caitlin
Baurzhan, Saule Birner, Regina Bruck, Tilman
Beaman, Lori Birol, Ekin Bruckner, Markus
Beck, Thorsten Bittencourt, Manoel Buehren, Niklas
Bedasso, Biniam E. Blattman, Christopher Bundervoet, Tom
Bedi, Arjun Singh Blignaut, James Burger, Ronelle
Beegle, Kathleen Bloem, Jeffrey R. Burger, Rulof P.
Behar, Alberto Bloom, David Burke, William J.
Behar, Alexander Boansi, David Buscemi, Antonino
Bell, Clive Laurence George Boccanfuso, Dorothee Buzasi, Katalin
Bellemare, Marc F. Bocquier, Philippe N.L.
C
Cabral, Francois Joseph Cassim, Aalia Clarke, George R.G.
Cadot, Olivier Cassimon, Danny Clemens, Michael A.
Cage, Julia Chamberlin, Jordan Cockburn, John
Cakir, Mustafa Chapoto, Antony Cogneau, Denis
Calabrese, Linda Cherniwchan, Jevan Coleman, Joseph Steven
Caldeira, Emilie Cheteni, Priviledge Collier, Paul
Calderone, Margherita Chicoine, Luke Collin, Matthew Edward
Calice, Pietro Chinzara, Zivanemoyo Collins, LaPorchia A.
Calitz, Estian Chiovelli, Giorgio Colombo, Andrea
Calvo, Thomas Chisadza, Carolyn Cooke, Edgar F. A.
Campos, Francisco Chisanga, Brian ? Corral Rodas, Paul Andres
Canning, David Choi, Jieun ? Cosnard, Lionel
Carletti, Elena Christiaensen, Luc Coulibaly, Issiaka
Carletto, Calogero Chuku, Chuku Couttenier, Mathieu
Carmignani, Fabrizio Chukwuemeka, Okoye Benjamin Crawfurd, Lee Martin
Carter, Michael R. Ciccone, Antonio Croke, Kevin
Caruso, Raul Cieslik, Katarzyna Cuestas, Juan Carlos
Case, Anne Cilliers, Jeanne Cull, Robert
D
Damoah, Kaku Attah Dercon, Stefan Domenech, Laia
D'Aoust, Olivia Deressa, Temesgen Tadesse Donald, Aletheia
Dapel, Zuhumnan Desiere, Sam Donovan, Cynthia
Davies, Elwyn de Villiers, Pierre Doremus, Jacqueline
Davies, Simon De Vreyer, Philippe Dorosh, Paul Anthony
Debebe, Zelalem Yilma De Waal, Annari Douillet, Mathilde
de Brauw, Alan de Walque, Damien Dreher, Axel
Decaluwe, Bernard De Weerdt, Joachim Duclos, Jean-Yves
De Groote, Hugo Diao, Xinshen Duflo, Esther
Deininger, Klaus W. Diaz-Sanchez, Jose Luis Dufrenot, Gilles
Delpeuch, Claire Di Falco, Salvatore Dunne, John Paul
de Mauro, Andrea Dikgang, Johane Dupas, Pascaline
de Melo, Jaime A.P. Dillon, Andrew Du Plessis, Stan
Demetriades, Panicos O. Dimova, Ralitza Dimova Dupraz, Yannick J.
Demombynes, Gabriel Dinkelman, Taryn
de Quatrebarbes, Celine Djankov, Simeon
E
Easterly, William Eita, Joel Hinaunye Esu, Godwin Essang
Ebeke, Christian Hubert Eshun, Maame Esi Evans, Olaniyi
Edriss, Abdi-Khalil Essers, Dennis Eyal, Katherine
Edwards, Lawrence Estache, Antonio
Effiong, Ekpeno L. Esterhuyse, Leana
F
Facchini, Giovanni Ferrouhi, El Mehdi Fotso Koyeu, Fourier Prevost
Fafchamps, Marcel Ferry, Marin Fourie, Johan
Fagernas, Sonja Fiala, Nathan Vincent Fox, Louise
Falck Zepeda, Jose Benjamin Fielding, David Fransen, Sonja
Falco, Paolo Finn, Arden Frempong, Raymond Boadi
Farayibi, Adesoji Oladapo Fisker, Peter Kielberg Freytag, Andreas
Fatoke Dato, Mafaizath A. Fitch-Fleischmann, Ben Friebel, Guido
Fayissa, Bichaka Fjeldstad, Odd Helge Friedman, Jed
Fedderke, Johannes Wolfgang Foltz, Jeremy David Frimpong, Prince Boakye
Fenske, James Forson, Joseph Ato Frolich, Markus
Ferriere, Nathalie Foster-McGregor, Neil Fuchs, Andreas
Ferro, Esteban Fosu, Augustin Kwasi Fukunishi, Takahiro
G
Gaddis, Isis Gine, Xavier Gubert, Flore
Gakpa, Lewis Landry Githinji, Mwangi Guilbert, Nathalie
Gallego, Juan Miguel Gnimassoun, Blaise Guillaumont, Patrick
Galor, Oded Go, Delfin Sia Guiteras, Raymond Patrick
Gbato, Andre Sr. Godard, Mathilde Gunther, Isabel
Gebreeyesus, Mulu Goldstein, Markus P. Gupta, Pranav
Gelo, Dambala Gollin, Douglas Gupta, Rangan
Gerritzen, Berit Christiane Graff, Tilman Gustafsson, Martin Anders
Gersbach, Hans Grimm, Michael Gutierrez-Romero, Roxana
Getachew, Yoseph Yilma Gross, Elena
H
Haggblade, Steven Joe Hasan, Md. Faruq Hichaambwa, Munguzwe
Hain, Daniel S. Hassen, Sied Hoddinott, John
Hamilton, Alexander James Headey, Derek D. Hodler, Roland
Hammersmark, Eivind M. Hein, Christopher F. Holden, Stein Terje
Haouas, Ilham Henderson, J. Vernon Honig, Tillman
Harari, Mariaflavia Hercog, Metka Houssa, Romain
Harris, Jody Hertel, Thomas Warren Hurst, Luke
Harttgen, Kenneth Heshmati, Almas Husmann, Christine
I
Ibrahim, Muazu Iheonu, Chimere Okechukwu Isah, Kazeem Ovanero
Ibrahim, Taofik Mohammed Iimi, Atsushi Isaksson, Ann-Sofie
Ibraimo, Yasfir Daudo Inglesi-Lotz, Roula
J
Jahnke, Bjoern Jenkins, Glenn Paul Jones, Yakama Manty
Jaleta, Moti Jiang, Boqian Jooste, Charl
Jani, Vishalkumar Jidoud, Ahmat Jordaan, Andre Cillie
Janzen, Sarah Ann Jingwa, Brian A. Josephson, Anna Leigh
Jatta, Sylvester Mathew Sr. Johnson, Michael E. Jung, Jae Wook
Jayne, Thomas S. Johnson, Simon
Jedwab, Remi Camille Jones, Kelly M.
K
Kablan, Akassi Sandrine Kazianga, Harounan Kohnert, Dirk
Kabundi, Alain Kebede, Bereket Kolavalli, Shashi Laxman
Kabunga, Nassul Kebede, Sindu Workneh Konte, Maty
Kabwe, Stephen Kelbore, Zerihun Getachew Kostandini, Genti
Kadjo, Didier Kendo, Sandra Kotsadam, Andreas
Kajisa, Kei Kerr, Andrew Kouadio, Hugues Kouassi
Kalemli-Ozcan, Sebnem Khemani, Stuti Koussoube, Estelle
Kamei, Akito Kibler, Robyn Kouyate, Carolin
Kamgna, Severin Yves ? Kibriya, Shahriar Kpodar, Kangni
Kaminski, Jonathan Kilic, Talip Kraay, Aart
Kamuganga, Dick Nuwamanya Kimenyi, Mwangi Samson Kraehnert, Kati
Kareem, Olayinka Idowu Kinda, Tidiane Krishnan, Pramila
Karlan, Dean S. Kirsten, Johann Frederick Kudo, Yuya
Kasirye, Ibrahim Kirui, Oliver Kiptoo Kuikeu, Oscar
Kassi, Diby Francois Noel Koffi Klasen, Stephan Kumar, Neha
Kassim, Lanre Kleemann, Linda Kuteya, Auckland Namubi
Kato, Edward Koch, Steven Fredric Kwakwa, Paul Adjei
Katzke, Nico Frederick Kodila-Tedika, Oasis
Kaulich, Florian Kohlin, Gunnar
L
Lachaud, Jean-Pierre Lee, Kenneth Lin, Justin Yifu
La Ferrara, Eliana Lefevre, Melanie S.L. Lindskog, Annika
Lal, Pankaj Leibbrandt, Murray ? Liu, Guangling
Lall, Sanjaya Leiderer, Stefan Markus Liverpool-Tasie, Lenis Saweda
Lam, David Allen Lemboe, Craig James Loening, Josef L.
Lambert, Sylvie Lepine, Aurelia Longabaugh, Steven Lewis
Laporte, Bertrand le Roux, Sara Louw, Megan
Laroche Dupraz, Catherine Leshoro, Temitope Lydia A. Lowes, Sara
Larson, Donald F. Lesner, Tine Hjerno Lubungu, Mary
Laubscher, Pieter Leuveld, Koen Lucas, Adrienne M
Lavopa, Alejandro Levine, Sebastian Lucey, Brian M.
Lawson, Late Ayao Levinsohn, James Luiz, John Manuel
Lay, Jann Li, Bin Grace
Leblois, Antoine Li, Jieli
M
Ma, Lin Matsumoto, Tomoya Mintah, Emmanuel Kofi
Mabe, Queen Magadi Matthews, Alan Minten, Bart
Mabiso, Athur Mayda, Anna Maria Mishi, Syden
Mabugu, Margaret Maystadt, Jean-Francois Miura, Ken
Mabugu, Ramos Emmanuel Mbate, Michael Mogues, Tewodaj
MacDonald, Margaux Mbaye, Linguere Mously Mohamed, Issam A. W.
Macharia, Ibrahim Ndegwa Mbenga Bindop, Kunz Modeste Mohimont, Jolan
Maemir, Hibret Belete Mbiti, Isaac M. Mold, Andrew
Maertens, Miet Mboutchouang, Vincent de Paul Mongan Agbeshie, Saint-Martin Kodjovi
Mahdi, Shireen McGee, Kevin Monkam, Nara Françoise
Mahembe, Edmore McKenzie, David Montalvao, Joao
Mahonye, Nyasha McKenzie, Rex A. Moradi, Alexander
Mailu, Stephen McMillan, Margaret Moshi, Goodiel Charles
Maisonnave, Helene Megersa, Kelbesa Abdisa Moshoeshoe, Ramaele
Majerowicz, Stephanie Meier zu Selhausen, Felix Mosley, Paul
Makdissi, Paul Menard, Audrey Rose Mpofu, Trust Reason
Makoka, Donald Mendelsohn, Robert Owen Muchapondwa, Edwin
Malomo, Fola Mendola, Mariapia Muellbauer, John
Mamo, Nemera Meng, Ting Muhumuza, Tony
Manacorda, Marco Mengistae, Taye ? Mukanjari, Samson
Mano, Yukichi Mensah, Emmanuel Buadi Mukuka, Rhoda Mofya
Mansour, Mario Mensah, Jones Odei Mulenga, Brian P.
Mapila, Mariam A.T.J. Mensah, Justice Tei Muller, Christophe
Marbuah, George Mesple-Somps, Sandrine Munro, Alistair
Marchetta, Francesca Meyer, Christian Johannes Muritala, Taiwo Adewale
Marinov, Eduard Vasilev Michaelowa, Katharina Mussa, Richard
Mariotti, Martine Michalopoulos, Stelios Musumba, Mark
Martinsson, Peter Mignamissi, Dieudonne Mveyange, Anthony
Marx, Benjamin Miguel, Edward Andrew Mwesigye, Francis
Mason, Nicole M. Miklyaev, Mikhail Myers, Robert J.
Masson, Paul Robert Miktus, Michal
Masters, William Alan Minot, Nicholas William
N
Nabassaga, Tiguene Ngoma, Hambulo Noah, Alphonse
Naik, Pramod Kumar Nguyen, Huong Dieu Noglo, Yawo Agbenyegan
Nakamura, Shohei Nigussie, Yalemzewd Nordman, Christophe Jalil
Nakano, Yuko Nikolaidou, Eftychia Efi Noubissi, Edmond Domguia
Nakelse, Tebila Nino-Zarazua, Miguel Angel Nsiah, Christian
Naraidoo, Ruthira Nin Pratt, Alejandro Nunn, Nathan
Naude, Wim Njangang, Henri Ndieupa Nunnenkamp, Peter
Ncanywa, Thobeka Njike, Arnold Nwachukwu, Jacinta Chikaodi
Ncube, Mthuli Nkegbe, Paul Kwame Nwaobi, Godwin Chukwudum
Ndikumana, Leonce Nkonya, Ephraim Maduhu
Ngeleza, Guyslain K. Nmadu, Yaaba Baba
O
Obikili, Nonso Okoboi, Geofrey Osti, Davide
O'Connell, Stephen A. Okpara, Godwin Chigozie Osuagwu, Eze Simpson
Odhiambo, Nicholas Mbaya Olasehinde-Williams, Godwin Oluseye Othmani, Abdelhafidh
Ofori, Frank Olsson, Ola Otsuka, Keijiro
Ogundari, Kolawole Ondraczek, Janosch Ouattara, Bazoumana
Ogundipe, Adeyemi Onye, Kenneth Ugwu Owusu, Eric Sarpong
Ogunyiola, Ayorinde Joshua Osakwe, Patrick N Owusu-Sekyere, Emmanuel
Ojeaga, Paul Osili, Una Okonkwo Ozler, Berk
Ojede, Andrew Osorio Rodarte, Israel
P
Pambudi, Daniel Djauhari Pauw, Karl Pina, Gilson Manuel Gomes
Panagiotidis, Theodore Pecher, Pierre Place, Frank
Pangapanga, PhiriInnocent Pender, John Leonard Pohl, Birte
Pankowska, Katarzyna (Kate) Peprah, James Atta Polat, Ali
Paolantonio, Adriana Perez-Villar, Lucia Porteous, Obie
Papaioannou, Elias Peters, Jorg Porto, Guido Gustavo
Papaioannou, Kostadis Jason ? Petrarca, Ilaria Posel, Dorrit
Pasquier-Doumer, Laure Phiri, Andrew
Paul, Saumik Pikkarainen, Ville
Q
Quinn, Simon Quirion, Philippe Quisumbing, Agnes Reynes
R
Raballand, Gael Reed, Tristan Rockmore, Marc
Rabassa, Mariano Javier Refas, Salim Rodrigo, Maria Fernanda
Raffinot, Marc Michel Regassa, Mekdim Dereje Rodrik, Dani
Ragasa, Catherine Ragasa Reid, Monique Brigitte Rogger, Daniel
Raggl, Anna Katharina ? Reimao, Maira Emy Rohner, Dominic
Ranchhod, Vimal Resnick, Danielle Roodman, David Malin
Randriamamonjy, Josee Reyes, Byron Roos, Elizabeth Louisa
Rankin, Neil Andrew Ricciuti, Roberto Rossi, Pauline
Raschky, Paul Anton Ricker-Gilbert, Jacob Rossouw, Laura
Rashid, Shahidur Rijkers, Bob Martinus Johannes Rostom, Ahmed Mohamed
Rasmussen, Ole Dahl Ringdal, Charlotte Rota Graziosi, Gregoire
Rasul, Imran Ringler, Claudia Roubaud, Francois
Rauch, Ferdinand Gordian Robilliard, Anne-Sophie Roy, Devesh
Ravallion, Martin Robinson, James Alan Rueda, Valeria
Rayp, Glenn Robinson, Jonathan
Recuero Virto, Laura Robinson, Sherman
S
Sahn, David Ezra Serneels, Pieter M. Smets, Lodewijk
Sakyi, Daniel Sewando, Ponsian Thomas Soderbom, Mans M.
Salvucci, Vincenzo Shah, Mumtaz Hussain Sodjinou, Epiphane
Sambo, Hamed Shahbaz, Muhammad Spaull, Nicholas
Sandefur, Justin Shapira, Gil Spielman, David J.
Santos, Antonio R. Shepherd, Debra Lynne Staatz, John M.
Saravia Matus, Silvia L. Shifa, Abdulaziz B Stambuli, Kalonga
Sarpong, Sam Shiferaw, Admasu Steenkamp, Francois Karl
Sarrias, Mauricio Sr. Shimada, Go Sterck, Olivier Christian
Savard, Luc Shinyekwa, Isaac Matsatsa Bonaface Stoeffler, Quentin
Savastano, Sara Siba, Eyerusalem Stoop, Nik
Schmidt, Emily Siddig, Khalid Hassan Ali Strobl, Eric Albert
Schneider, Friedrich Georg Siebrits, Franz Krige Subramanian, Arvind
Schoeman, Nicolaas J. Simo-Kengne, Beatrice Desiree Sutter, Camille
Seiffert, Sebastian Daniel Simonet, Catherine Svensson, Jakob
Seitz, William Simtowe, Franklin Peter Świerczyńska, Katarzyna Andrzejczak
Senbeta, Sisay Regassa Simwaka, Kisu Swinnen, Johan
Sene, Seydina Singh, Raju Jan Sy, Amadou N. R.
Senga, Christian Sitko, Nicholas Szabo, Andrea
Senzu, Emmanuel Tweneboah Siu, Jade
Seric, Adnan Smale, Melinda
T
Tadesse, Tasew Tenikue, Michel Tol, Richard S.J.
Taffesse, Alemayehu Seyoum Teshome, Yalem Tolonen, Anja
Takahashi, Ryo Theriault, Veronique Tomi Diderot Guy D'Estaing, Sandjong
Takeshima, Hiroyuki Thiele, Rainer Traore, Abel Jean
Tapsoba, Sampawende J.-A. Thiombiano, Lardia Marcel Traore, Fousseini
Tarp, Finn Thirumurthy, Harsha Tregenna, Fiona
Tarr, David Gerald Thoenig, Mathias Trommlerova, Sofia Karina
Tartari, Darlena Thornton, Amy Julia Tsangarides, Charalambos G.
Taylor, Stephen George Sinclair Thurlow, James Tsasa, Jean-Paul K.
Tchamyou, Vanessa Simen Tiberti, Luca Tschirley, David
Teal, Francis John Timilsina, Govinda R. Tsegai, Daniel
Tembo, Solomon Temani Tirivayi, Nyasha Tule, Moses Kpughur
Tengeh, Robertson Khan Tlotlego, Naomi Turkson, Festus Ebo
U
Uctu, Ramazan Ulimwengu, John Mususa Uwilingiye, Josine
Udry, Christopher R. Uregia, Nigussie Tefera
V
Vaillant, Julia van Heerden, Chris Vesperoni, Alberto
Valenzuela, Patricio Van Heerden, Jan Horn Vicente, Pedro C.
Valfort, Marie-Anne Vanino, Enrico Viegi, Nicola
Van Campenhout, Bjorn van Weezel, Stijn Vigninou, Gammadigbe
van den Bold, Mara Gabrielle Vasilaky, Kathryn Nadine Viljoen, Jacoba Maria
Vandeplas, Anneleen Venables, Anthony J. Vimefall, Elin
van der Berg, Servaas Verdier, Thierry A. Vinci, Vincenzo
van der Wath, Willem Nicolaas Veronesi, Marcella Visser, Martine
van de Walle, Dominique Verpoorten, Marijke von Fintel, Dieter
van Eyden, Renee Verwimp, Philip von Fintel, Marisa Coetzee
W
Wako, Hassen Abda Wiafe, Emmanuel Agyapong Wolff, Francois-Charles
Walther, Olivier J Wiebelt, Manfred Wood, Benjamin Douglas Kuflick
Warkagegnehu, Abule Mehare Wilson, Nicholas Logan Woolard, Ingrid
Wassie, Tewodros Ayenew ? Winters, Paul C. Wouterse, Fleur
Weil, David N. Wittenberg, Martin
Weldegebriel, Zerihun Berhane Wodon, Quentin
X
Xu, Zhicheng Phil
Y
Yallwe, Alem Hagos Yang, Dean Yu, Derek
Yamano, Takashi Yeboah, Felix Kwame Yusuf, Muhammad Dandume
Yamauchi, Futoshi You, Liangzhi Yusuf, Sulaimon Aremu
Yameogo, Nadege Desiree Yu, Bingxin
Z
Zant, Wouter Zerbo, Adama Zinman, Jonathan
Zaouali, Amira Zerihun, Mulatu Fekadu Zoch, Asmus
Zeitlin, Andrew Forrest Zhang, Yu Zoundi, Zakaria
Zeng, Di Zhu, Tingju
Zepeda, Eduardo Zilibotti, Fabrizio
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