Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals

Nancy Wang,Hariharan Jayashankar,Michael Bennett,Seyed Nehzati,Julia Sidorenko,Hyeokmoon Kweon,Grant Goldman,Tamara Gjorgjieva,Yunxuan Jiang,Barry Hicks,Chao Tian,David Hinds,Rafael Ahlskog,Patrik Magnusson,Sven Oskarsson,Caroline Hayward,Archie Campbell,David Porteous,Jeremy Freese,Pamela Herd,Michelle Agee,Babak Alipanahi,Adam Auton,Robert Bell,Katarzyna Bryc,Sarah Elson,Pierre Fontanillas,Nicholas Furlotte,Karen Huber,Aaron Kleinman,Nadia Litterman,Jennifer McCreight,Matthew McIntyre,Joanna Mountain,Carrie Northover,Steven Pitts,J. Sathirapongsasuti,Olga Sazonova,Janie Shelton,Suyash Shringarpure,Joyce Tung,Vladimir Vacic,Catherine Wilson,Mark Fontana,Tune Pers,Cornelius Rietveld,Guo‐Bo Chen,Valur Emilsson,S. Meddens,Joseph Pickrell,Kevin Thom,Pascal Timshel,Ronald Vlaming,Abdel Abdellaoui,Tarunveer Ahluwalia,Jonas Bacelis,Clemens Baumbach,Gyða Björnsdóttir,J Brandsma,Maria Concas,Jaime Derringer,Tessel Galesloot,Giorgia Girotto,Richa Gupta,Leanne Hall,Sarah Harris,Edith Hofer,Momoko Horikoshi,Jennifer Huffman,Kadri Kaasik,Ioanna Kalafati,Robert Karlsson,Jari Lahti,Sven Lee,Christiaan Leeuw,Penelope Lind,Karl‐Oskar Lindgren,Tian Liu,Massimo Mangino,Jonathan Marten,Evelin Mihailov,Michael Miller,Peter Most,Christopher Oldmeadow,Antony Payton,Natalia Pervjakova,Wouter Peyrot,Yong Qian,Olli Raitakari,Rico Rueedi,Erika Salvi,Börge Schmidt,Katharina Schraut,Jianxin Shi,Albert Smith,Raymond Poot,Beaté Pourcain,Alexander Teumer,Guðmar Þorleifsson,Niek Verweij,Dragana Vuckovic,Juergen Wellmann,Harm-Jan Westra,Jingyun Yang,Wei Zhao,Zhihong Zhu,Behrooz Alizadeh,Najaf Amin,Andrew Bakshi,Sebastian Baumeister,Ginevra Biino,Klaus Bønnelykke,Patricia Boyle,Harry Campbell,Francesco Cappuccio,Gail Davies,Jan-Emmanuel Neve,Panos Deloukas,Ilja Demuth,Jun Ding,Peter Eibich,Lewin Eisele,Niina Eklund,David Evans,Jessica Faul,Mary Feitosa,Andreas Forstner,Ilaria Gandin,Bjarni Gunnarsson,Bjarni Halldórsson,Tamara Harris,Andrew Heath,Lynne Hocking,Elizabeth Holliday,Georg Homuth,Michael Horan,Jouke‐Jan Hottenga,Philip Jager,Peter Joshi,Astanand Jugessur,Marika Kaakinen,Mika Kähönen,Stavroula Kanoni,Liisa Keltigangas-Järvinen,Lambertus Kiemeney,Ivana Kolčić,Seppo Koskinen,Aldi Kraja,Martin Kroh,Zoltán Kutalik,Antti Latvala,Lenore Launer,Maël Lebreton,Douglas Levinson,Paul Lichtenstein,Peter Lichtner,David Liewald,Anu Loukola,Pamela Madden,Reedik Mägi,Tomi Mäki‐Opas,Riccardo Marioni,Pedro Marques‐Vidal,Gerardus Meddens,George McMahon,Christa Meisinger,Thomas Meitinger,Yusplitri Milaneschi,Lili Milani,Grant Montgomery,Ronny Myhre,Christopher Nelson,Dale Nyholt,William Ollier,Aarno Palotie,Lavinia Paternoster,Nancy Pedersen,Katja Petrovic,Katri Räikkönen,Susan Ring,Antonietta Robino,Olga Rostapshova,Igor Rudan,Aldo Rustichini,Veikko Salomaa,Alan Sanders,Antti‐Pekka Sarin,Helena Schmidt,Rodney Scott,Blair Smith,Jennifer Smith,Jan Staessen,Elisabeth Steinhagen–Thiessen,Konstantin Strauch,Antonio Terracciano,Martin Tobin,Sheila Ulivi,Simona Vaccargiu,Lydia Quaye,Frank Rooij,Cristina Venturini,Anna Vinkhuyzen,Uwe Völker,Henry Völzke,Judith Vonk,Diego Vozzi,Johannes Waage,Erin Ware,Gonneke Willemsen,John Attia,David Bennett,Kenneth Berger,Lars Bertram,Hans Bisgaard,Dorret Boomsma,Ingrid Borecki,Ute Bültmann,Christopher Chabris,Francesco Cucca,Daniele Cusi,Ian Deary,George Dedoussis,Cornelia Duijn,Johan Eriksson,Barbara Franke,Lude Franke,Paolo Gasparini,Pablo Gejman,Christian Gieger,Hans Grabe,Jacob Gratten,Patrick Groenen,Vilmundur Guðnason,Pim Harst,Wolfgang Hoffmann,Elina Hyppönen,William Iacono,Bo Jacobsson,Marjo‐Riitta Järvelin,Karl‐Heinz Jöckel,Jaakko Kaprio,Sharon Kardia,Terho Lehtimäki,Steven Lehrer,Nicholas Martin,Matt McGue,Andres Metspalu,Neil Pendleton,Brenda Penninx,Markus Perola,Nicola Pirastu,Mario Pirastu,Ozren Polašek,Daniëlle Posthuma,Christopher Power,Michael Province,Nilesh Samani,David Schlessinger,Reinhold Schmidt,Thorkild Sørensen,Tim Spector,Kāri Stefánsson,Unnur Þorsteinsdóttir,Roy Thurik,Nicholas Timpson,Henning Tiemeier,André Uitterlinden,Véronique Vitart,Péter Vollenweider,David Weir,James Wilson,Alan Wright,Dalton Conley,Robert Krueger,George Smith,Albert Hofman,David Laibson,Sarah Medland,Jian Yang,Tõnu Esko,Chelsea Watson,Jonathan Jala,Philipp Koellinger,Magnus Johannesson,Michelle Meyer,James Lee,Augustine Kong,Loïc Yengo,David Cesarini,Patrick Turley,Peter Visscher,Jonathan Beauchamp,Daniel Benjamin