D
Daniel J. Benjamin
Researcher at University of California, Los Angeles
Publications - 134
Citations - 18419
Daniel J. Benjamin is an academic researcher from University of California, Los Angeles. The author has contributed to research in topics: Genome-wide association study & Happiness. The author has an hindex of 49, co-authored 126 publications receiving 14578 citations. Previous affiliations of Daniel J. Benjamin include University of Southern California & Harvard University.
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Journal ArticleDOI
Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals
James J. Lee,Robbee Wedow,Aysu Okbay,Edward Kong,Omeed Maghzian,Meghan Zacher,Tuan Anh Nguyen-Viet,Peter Bowers,Julia Sidorenko,Julia Sidorenko,Richard Karlsson Linnér,Richard Karlsson Linnér,Mark Alan Fontana,Mark Alan Fontana,Tushar Kundu,Chanwook Lee,Hui Li,Ruoxi Li,Rebecca Royer,Pascal Timshel,Pascal Timshel,Raymond K. Walters,Raymond K. Walters,Emily A. Willoughby,Loic Yengo,Maris Alver,Yanchun Bao,David W. Clark,Felix R. Day,Nicholas A. Furlotte,Peter K. Joshi,Peter K. Joshi,Kathryn E. Kemper,Aaron Kleinman,Claudia Langenberg,Reedik Mägi,Joey W. Trampush,Shefali S. Verma,Yang Wu,Max Lam,Jing Hua Zhao,Zhili Zheng,Zhili Zheng,Jason D. Boardman,Harry Campbell,Jeremy Freese,Kathleen Mullan Harris,Caroline Hayward,Pamela Herd,Pamela Herd,Meena Kumari,Todd Lencz,Todd Lencz,Jian'an Luan,Anil K. Malhotra,Anil K. Malhotra,Andres Metspalu,Lili Milani,Ken K. Ong,John R. B. Perry,David J. Porteous,Marylyn D. Ritchie,Melissa C. Smart,Blair H. Smith,Joyce Y. Tung,Nicholas J. Wareham,James F. Wilson,Jonathan P. Beauchamp,Dalton Conley,Tõnu Esko,Steven F. Lehrer,Steven F. Lehrer,Steven F. Lehrer,Patrik K. E. Magnusson,Sven Oskarsson,Tune H. Pers,Tune H. Pers,Matthew R. Robinson,Matthew R. Robinson,Kevin Thom,Chelsea Watson,Christopher F. Chabris,Michelle N. Meyer,David Laibson,Jian Yang,Magnus Johannesson,Philipp Koellinger,Philipp Koellinger,Patrick Turley,Patrick Turley,Peter M. Visscher,Daniel J. Benjamin,Daniel J. Benjamin,David Cesarini,David Cesarini +94 more
TL;DR: A joint (multi-phenotype) analysis of educational attainment and three related cognitive phenotypes generates polygenic scores that explain 11–13% of the variance ineducational attainment and 7–10% ofthe variance in cognitive performance, which substantially increases the utility ofpolygenic scores as tools in research.
Journal ArticleDOI
Redefine statistical significance
Daniel J. Benjamin,James O. Berger,Magnus Johannesson,Magnus Johannesson,Brian A. Nosek,Brian A. Nosek,Eric-Jan Wagenmakers,Richard A. Berk,Kenneth A. Bollen,Björn Brembs,Lawrence D. Brown,Colin F. Camerer,David Cesarini,David Cesarini,Christopher D. Chambers,Merlise A. Clyde,Thomas D. Cook,Thomas D. Cook,Paul De Boeck,Zoltan Dienes,Anna Dreber,Kenny Easwaran,Charles Efferson,Ernst Fehr,Fiona Fidler,Andy P. Field,Malcolm R. Forster,Edward I. George,Richard Gonzalez,Steven N. Goodman,Edwin J. Green,Donald P. Green,Anthony G. Greenwald,Jarrod D. Hadfield,Larry V. Hedges,Leonhard Held,Teck-Hua Ho,Herbert Hoijtink,Daniel J. Hruschka,Kosuke Imai,Guido W. Imbens,John P. A. Ioannidis,Minjeong Jeon,James Holland Jones,Michael Kirchler,David Laibson,John A. List,Roderick J. A. Little,Arthur Lupia,Edouard Machery,Scott E. Maxwell,Michael A. McCarthy,Don A. Moore,Stephen L. Morgan,Marcus R. Munafò,Shinichi Nakagawa,Brendan Nyhan,Timothy H. Parker,Luis R. Pericchi,Marco Perugini,Jeffrey N. Rouder,Judith Rousseau,Victoria Savalei,Felix D. Schönbrodt,Thomas Sellke,Betsy Sinclair,Dustin Tingley,Trisha Van Zandt,Simine Vazire,Duncan J. Watts,Christopher Winship,Robert L. Wolpert,Yu Xie,Cristobal Young,Jonathan Zinman,Valen E. Johnson,Valen E. Johnson +76 more
TL;DR: The default P-value threshold for statistical significance is proposed to be changed from 0.05 to 0.005 for claims of new discoveries in order to reduce uncertainty in the number of discoveries.
Posted Content
Redefine Statistical Significance
Daniel J. Benjamin,James O. Berger,Magnus Johannesson,Brian A. Nosek,Eric-Jan Wagenmakers,Richard A. Berk,Kenneth A. Bollen,Björn Brembs,Lawrence D. Brown,Colin F. Camerer,David Cesarini,Christopher D. Chambers,Merlise A. Clyde,Thomas D. Cook,Paul De Boeck,Zoltan Dienes,Anna Dreber,Kenny Easwaran,Charles Efferson,Ernst Fehr,Fiona Fidler,Andy P. Field,Malcom Forster,Edward I. George,Tarun Ramadorai,Richard Gonzalez,Steven N. Goodman,Edwin J. Green,Donald P. Green,Anthony G. Greenwald,Jarrod D. Hadfield,Larry V. Hedges,Leonhard Held,Teck Hau Ho,Herbert Hoijtink,James Holland Jones,Daniel J. Hruschka,Kosuke Imai,Guido W. Imbens,John P. A. Ioannidis,Minjeong Jeon,Michael Kirchler,David Laibson,John A. List,Roderick J. A. Little,Arthur Lupia,Edouard Machery,Scott E. Maxwell,Michael A. McCarthy,Don A. Moore,Stephen L. Morgan,Marcus R. Munafò,Shinichi Nakagawa,Brendan Nyhan,Timothy H. Parker,Luis R. Pericchi,Marco Perugini,Jeffrey N. Rouder,Judith Rousseau,Victoria Savalei,Felix D. Schönbrodt,Thomas Sellke,Betsy Sinclair,Dustin Tingley,Trisha Van Zandt,Simine Vazire,Duncan J. Watts,Christopher Winship,Robert L. Wolpert,Yu Xie,Cristobal Young,Jonathan Zinman,Valen E. Johnson +72 more
TL;DR: This article proposed to change the default P-value threshold for statistical significance for claims of new discoveries from 0.05 to 0.005, which is the threshold used in this paper.
Journal ArticleDOI
Genome-wide association study identifies 74 loci associated with educational attainment
Aysu Okbay,Jonathan P. Beauchamp,Mark Alan Fontana,James J. Lee,Tune H. Pers,Cornelius A. Rietveld,Patrick Turley,Guo-Bo Chen,Valur Emilsson,S. Fleur W. Meddens,S. Fleur W. Meddens,S. Fleur W. Meddens,Sven Oskarsson,Joseph K. Pickrell,Kevin Thom,Pascal Timshel,Pascal Timshel,Ronald de Vlaming,Abdel Abdellaoui,Tarunveer S. Ahluwalia,Tarunveer S. Ahluwalia,Jonas Bacelis,Clemens Baumbach,Gyda Bjornsdottir,Johannes H. Brandsma,Maria Pina Concas,Jaime Derringer,Nicholas A. Furlotte,Tessel E. Galesloot,Giorgia Girotto,Richa Gupta,Leanne M. Hall,Leanne M. Hall,Sarah E. Harris,Edith Hofer,Momoko Horikoshi,Momoko Horikoshi,Jennifer E. Huffman,Kadri Kaasik,Ioanna P. Kalafati,Robert Karlsson,Augustine Kong,Jari Lahti,Sven J. van der Lee,C. deLeeuw,C. deLeeuw,Penelope A. Lind,Karl-Oskar Lindgren,Tian Liu,Massimo Mangino,Massimo Mangino,Jonathan Marten,Evelin Mihailov,Michael B. Miller,Peter J. van der Most,Christopher Oldmeadow,Antony Payton,Natalia Pervjakova,Natalia Pervjakova,Wouter J. Peyrot,Yong Qian,Olli T. Raitakari,Rico Rueedi,Rico Rueedi,Erika Salvi,Börge Schmidt,Katharina E. Schraut,Jianxin Shi,Albert V. Smith,Raymond A. Poot,Beate St Pourcain,Alexander Teumer,Gudmar Thorleifsson,Niek Verweij,Dragana Vuckovic,Juergen Wellmann,Harm-Jan Westra,Harm-Jan Westra,Jingyun Yang,Wei Zhao,Zhihong Zhu,Behrooz Z. Alizadeh,Najaf Amin,Andrew Bakshi,Sebastian E. Baumeister,Sebastian E. Baumeister,Ginevra Biino,Klaus Bønnelykke,Patricia A. Boyle,Harry Campbell,Francesco P. Cappuccio,Gail Davies,Jan-Emmanuel De Neve,Panos Deloukas,Panos Deloukas,Ilja Demuth,Jun Ding,Peter Eibich,Peter Eibich,Lewin Eisele,Niina Eklund,David M. Evans,David M. Evans,Jessica D. Faul,Mary F. Feitosa,Andreas J. Forstner,Ilaria Gandin,Bjarni Gunnarsson,Bjarni V. Halldorsson,Bjarni V. Halldorsson,Tamara B. Harris,Andrew C. Heath,Lynne J. Hocking,Elizabeth G. Holliday,Georg Homuth,Michael A. Horan,Jouke-Jan Hottenga,Philip L. De Jager,Philip L. De Jager,Philip L. De Jager,Peter K. Joshi,Astanand Jugessur,Marika Kaakinen,Mika Kähönen,Stavroula Kanoni,Liisa Keltigangas-Jarvinen,Lambertus A. Kiemeney,Ivana Kolcic,Seppo Koskinen,Aldi T. Kraja,Martin Kroh,Zoltán Kutalik,Zoltán Kutalik,Antti Latvala,Lenore J. Launer,Maël Lebreton,Douglas F. Levinson,Paul Lichtenstein,Peter Lichtner,David C. Liewald,Anu Loukola,Pamela A. F. Madden,Reedik Mägi,Tomi Mäki-Opas,Riccardo E. Marioni,Riccardo E. Marioni,Pedro Marques-Vidal,Gerardus A. Meddens,George McMahon,Christa Meisinger,Thomas Meitinger,Y. Milaneschi,Lili Milani,Grant W. Montgomery,Ronny Myhre,Christopher P. Nelson,Christopher P. Nelson,Dale R. Nyholt,William E R Ollier,Aarno Palotie,Lavinia Paternoster,Nancy L. Pedersen,K. Petrovic,David J. Porteous,Katri Räikkönen,Susan M. Ring,Antonietta Robino,Olga Rostapshova,Igor Rudan,Aldo Rustichini,Veikko Salomaa,Alan R. Sanders,Alan R. Sanders,Antti-Pekka Sarin,Antti-Pekka Sarin,Helena Schmidt,Rodney J. Scott,Blair H. Smith,Jennifer A. Smith,Jan A. Staessen,Jan A. Staessen,Elisabeth Steinhagen-Thiessen,Konstantin Strauch,Antonio Terracciano,Martin D. Tobin,Sheila Ulivi,Simona Vaccargiu,Lydia Quaye,Frank J. A. van Rooij,Cristina Venturini,Cristina Venturini,Anna A. E. Vinkhuyzen,Uwe Völker,Henry Völzke,Judith M. Vonk,Diego Vozzi,Johannes Waage,Johannes Waage,Erin B. Ware,Gonneke Willemsen,John Attia,David A. Bennett,Klaus Berger,Lars Bertram,Lars Bertram,Hans Bisgaard,Dorret I. Boomsma,Ingrid B. Borecki,Ute Bültmann,Christopher F. Chabris,Francesco Cucca,Daniele Cusi,Daniele Cusi,Ian J. Deary,George Dedoussis,Cornelia M. van Duijn,Johan G. Eriksson,Barbara Franke,Lude Franke,Paolo Gasparini,Paolo Gasparini,Pablo V. Gejman,Pablo V. Gejman,Christian Gieger,Hans-Jörgen Grabe,Jacob Gratten,Patrick J. F. Groenen,Vilmundur Gudnason,Pim van der Harst,Caroline Hayward,David A. Hinds,Wolfgang Hoffmann,Elina Hyppönen,Elina Hyppönen,William G. Iacono,Bo Jacobsson,Marjo-Riitta Järvelin,Karl-Heinz Jöckel,Jaakko Kaprio,Jaakko Kaprio,Sharon L.R. Kardia,Terho Lehtimäki,Steven F. Lehrer,Steven F. Lehrer,Patrik K. E. Magnusson,Nicholas G. Martin,Matt McGue,Andres Metspalu,Neil Pendleton,Neil Pendleton,Brenda W.J.H. Penninx,Markus Perola,Markus Perola,Nicola Pirastu,Mario Pirastu,Ozren Polasek,Ozren Polasek,Danielle Posthuma,Christine Power,Michael A. Province,Nilesh J. Samani,Nilesh J. Samani,David Schlessinger,Reinhold Schmidt,Thorkild I. A. Sørensen,Thorkild I. A. Sørensen,Tim D. Spector,Kari Stefansson,Kari Stefansson,Unnur Thorsteinsdottir,Unnur Thorsteinsdottir,Roy Thurik,Nicholas J. Timpson,Henning Tiemeier,Joyce Y. Tung,André G. Uitterlinden,Veronique Vitart,Peter Vollenweider,David R. Weir,James F. Wilson,Alan F. Wright,Dalton Conley,Robert F. Krueger,George Davey Smith,Albert Hofman,David Laibson,Sarah E. Medland,Michelle N. Meyer,Jian Yang,Magnus Johannesson,Peter M. Visscher,Tõnu Esko,Philipp Koellinger,Philipp Koellinger,Philipp Koellinger,David Cesarini,Daniel J. Benjamin +296 more
TL;DR: In this article, the results of a genome-wide association study (GWAS) for educational attainment were reported, showing that single-nucleotide polymorphisms associated with educational attainment disproportionately occur in genomic regions regulating gene expression in the fetal brain.
Genome-wide association study identifies 74 loci associated with educational attainment
Aysu Okbay,Jonathan P. Beauchamp,Mark Alan Fontana,James J. Lee,Tune H. Pers,Cornelius A. Rietveld,Patrick Turley,Guo-Bo Chen,Valur Emilsson,S. Fleur W. Meddens,Sven Oskarsson,Joseph K. Pickrell,Kevin Thom,Pascal Timshel,Ronald de Vlaming,Abdel Abdellaoui,Tarunveer S. Ahluwalia,Jonas Bacelis,Clemens Baumbach,Gyda Bjornsdottir,Johannes H. Brandsma,Maria Pina Concas,Jaime Derringer,Nicholas A. Furlotte,Tessel E. Galesloot,Giorgia Girotto,Richa Gupta,Leanne M. Hall,Sarah E. Harris,Edith Hofer,Momoko Horikoshi,Jennifer E. Huffman,Kadri Kaasik,Ioanna P. Kalafati,Robert Karlsson,Augustine Kong,Jari Lahti,Sven J. van der Lee,Christiaan de Leeuw,Penelope A. Lind,Karl-Oskar Lindgren,Tian Liu,Massimo Mangino,Jonathan Marten,Evelin Mihailov,Michael B. Miller,Peter J. van der Most,Christopher Oldmeadow,Antony Payton,Natalia Pervjakova,Wouter J. Peyrot,Yong Qian,Olli T. Raitakari,Rico Rueedi,Erika Salvi,Brge Schmidt,Katharina E. Schraut,Jianxin Shi,Albert V. Smith,Raymond A. Poot,Beate St Pourcain,Alexander Teumer,Gudmar Thorleifsson,Niek Verweij,Dragana Vuckovic,Juergen Wellmann,Harm-Jan Westra,Jingyun Yang,Wei Zhao,Zhihong Zhu,Behrooz Z. Alizadeh,Najaf Amin,Andrew Bakshi,Sebastian E. Baumeister,Ginevra Biino,Klaus Bønnelykke,Patricia A. Boyle,Harry Campbell,Francesco P. Cappuccio,Gail Davies,Jan-Emmanuel De Neve,Panos Deloukas,Ilja Demuth,Jun Ding,Peter Eibich,Lewin Eisele,Niina Eklund,David M. Evans,Jessica D. Faul,Mary F. Feitosa,Andreas J. Forstner,Ilaria Gandin,Bjarni Gunnarsson,Bjarni V. Halldorsson,Tamara B. Harris,Andrew C. Heath,Lynne J. Hocking,Elizabeth G. Holliday,Georg Homuth,Michael A. Horan,Jouke-Jan Hottenga,Philip L. De Jager,Peter K. Joshi,Astanand Jugessur,Marika Kaakinen,Mika Kähönen,Stavroula Kanoni,Liisa Keltigangas-Jarvinen,Lambertus A. Kiemeney,Ivana Kolcic,Seppo Koskinen,Aldi T. Kraja,Martin Kroh,Zoltán Kutalik,Antti Latvala,Lenore J. Launer,Maël Lebreton,Douglas F. Levinson,Paul Lichtenstein,Peter Lichtner,David C. Liewald,Anu Loukola,Pamela A. F. Madden,Reedik Mägi,Tomi Mäki-Opas,Riccardo E. Marioni,Pedro Marques-Vidal,Gerardus A. Meddens,George McMahon,Christa Meisinger,Thomas Meitinger,Y. Milaneschi,Lili Milani,Grant W. Montgomery,Ronny Myhre,Christopher P. Nelson,Dale R. Nyholt,William E R Ollier,Aarno Palotie,Lavinia Paternoster,Nancy L. Pedersen,K. Petrovic,David J. Porteous,Katri Räikkönen,Susan M. Ring,Antonietta Robino,Olga Rostapshova,Igor Rudan,Aldo Rustichini,Veikko Salomaa,Alan R. Sanders,Antti-Pekka Sarin,Helena Schmidt,Rodney J. Scott,Blair H. Smith,Jennifer A. Smith,Jan A. Staessen,Elisabeth Steinhagen-Thiessen,Konstantin Strauch,Antonio Terracciano,Martin D. Tobin,Sheila Ulivi,Simona Vaccargiu,Lydia Quaye,Frank J. A. van Rooij,Cristina Venturini,Anna A. E. Vinkhuyzen,Uwe Völker,Henry Völzke,Judith M. Vonk,Diego Vozzi,Johannes Waage,Erin B. Ware,Gonneke Willemsen,John Attia,David A. Bennett,Klaus Berger,Lars Bertram,Hans Bisgaard,Dorret I. Boomsma,Ingrid B. Borecki,Ute Bültmann,Christopher F. Chabris,Francesco Cucca,Daniele Cusi,Ian J. Deary,George Dedoussis,Cornelia M. van Duijn,Johan G. Eriksson,Barbara Franke,Lude Franke,Paolo Gasparini,Pablo V. Gejman,Christian Gieger,Hans-Jörgen Grabe,Jacob Gratten,Patrick J. F. Groenen,Vilmundur Gudnason,Pim van der Harst,Caroline Hayward,David A. Hinds,Wolfgang Hoffmann,Elina Hyppnen,William G. Iacono,Bo Jacobsson,Marjo-Riitta Järvelin,Karl-Heinz Jöckel,Jaakko Kaprio,Sharon L.R. Kardia,Terho Lehtimäki,Steven F. Lehrer,Patrik K. E. Magnusson,Nicholas G. Martin,Matt McGue,Andres Metspalu,Neil Pendleton,Brenda W.J.H. Penninx,Markus Perola,Nicola Pirastu,Mario Pirastu,Ozren Polasek,Danielle Posthuma,Christine Power,Michael A. Province,Nilesh J. Samani,David Schlessinger,Reinhold Schmidt,Thorkild I. A. Sørensen,Tim D. Spector,Kari Stefansson,Unnur Thorsteinsdottir,Roy Thurik,Nicholas J. Timpson,Henning Tiemeier,Joyce Y. Tung,André G. Uitterlinden,Veronique Vitart,Peter Vollenweider,David R. Weir,James F. Wilson,Alan F. Wright,Dalton Conley,Robert F. Krueger,George Davey Smith,Albert Hofman,David Laibson,Sarah E. Medland,Michelle N. Meyer,Jian Yang,Magnus Johannesson,Peter M. Visscher,Tõnu Esko,Philipp Koellinger,David Cesarini,Daniel J. Benjamin +254 more