Richard McElreath (born 18 April 1973) is an American professor of anthropology and a director of the Max Planck Institute for Evolutionary Anthropology in Leipzig, Germany.[1][2] He is an author of the Statistical Rethinking applied Bayesian statistics textbook, among the first to largely rely on the Stan statistical environment, and the accompanying rethinking R language package.[3][4]
Richard McElreath | |
---|---|
Born | |
Nationality | American |
Alma mater | Emory University (BS) University of California, Los Angeles (PhD) |
Scientific career | |
Fields | Evolutionary anthropology |
Institutions | Max Planck Institute for Evolutionary Anthropology |
Thesis | Culture and ecology of Usangu, Tanzania (2001) |
Doctoral advisor | Robert Boyd |
Website | xcelab |
He earned his B.S. at Emory University in 1995 and a Ph.D. in anthropology under Robert Boyd at the University of California, Los Angeles in 2001 with field research in Tanzania.[5][6][7]
Research
editIn 2001 to 2002 McElreath won a fellowship to work as a postdoctoral researcher studying bounded rationality at the Max Planck Institute under Gerd Gigerenzer. Since 2002 he is working for the University of California, Davis, teaching anthropology and conducting field work. He was awarded tenure (2006) and promoted to full professor (2014), holding the chair of the Evolutionary Anthropology department from 2014 to 2015. Since 2015 he is one of the directors at the Max Planck Institute for Evolutionary Anthropology.[5]
His main research focus lies in the evolution of cultural behaviors. Expanding on his work in anthropology, he has also been researching the social dynamics of the replication crisis in science and contributing to statistical education.[8][9] His work has been covered by professional and popular media, e.g. in Nature,[10] The Economist[11] Pacific Standard,[1] and The Atlantic.[12]
Selected publications
editBooks
edit- McElreath, Richard and Robert Boyd, Mathematical Models of Social Evolution: A Guide for the Perplexed. University of Chicago Press, 2007
- McElreath, Richard. Statistical rethinking: A Bayesian course with examples in R and Stan. Chapman and Hall/CRC, 2015.
Articles and chapters
edit- Henrich, Joseph, Robert Boyd, Samuel Bowles, Colin Camerer, Ernst Fehr, Herbert Gintis, and Richard McElreath. "In search of homo economicus: behavioral experiments in 15 small-scale societies." American Economic Review 91, no. 2 (2001): 73–78.
- Henrich, Joseph, Richard McElreath, Abigail Barr, Jean Ensminger, Clark Barrett, Alexander Bolyanatz, Juan Camilo Cardenas et al. "Costly punishment across human societies." Science 312, no. 5781 (2006): 1767–1770.
- Henrich, Joseph, Jean Ensminger, Richard McElreath, Abigail Barr, Clark Barrett, Alexander Bolyanatz, Juan Camilo Cardenas et al. "Markets, religion, community size, and the evolution of fairness and punishment." Science 327, no. 5972 (2010): 1480–1484.
- Henrich, Joseph, and Richard McElreath. "The evolution of cultural evolution." Evolutionary Anthropology: Issues, News, and Reviews: Issues, News, and Reviews 12, no. 3 (2003): 123–135.
- Dawes, Christopher T., James H. Fowler, Tim Johnson, Richard McElreath, and Oleg Smirnov. "Egalitarian motives in humans." Nature 446, no. 7137 (2007): 794.
See also
editReferences
edit- ^ a b Chawla, Dalmeet Singh (June 5, 2018). "Can Auditing Scientific Research Help Fix Its Reproducibility Crisis?". Pacific Standard. Retrieved March 8, 2019.
- ^ Sample, Presented by Ian; Ferrari, produced by Sandra (March 30, 2018). "The trouble with science - Science Weekly podcast". The Guardian. ISSN 0261-3077. Retrieved June 17, 2019 – via www.theguardian.com.
- ^ Sweet, Tracy M. (July 27, 2017). "A Review of Statistical Rethinking: A Bayesian Course With Examples in R and Stan". Journal of Educational and Behavioral Statistics. 42 (1): 107–110. doi:10.3102/1076998616659752. ISSN 1076-9986. S2CID 125035918.
- ^ Gelman, Andrew; Lee, Daniel; Guo, Jiqiang (October 1, 2015). "Stan: A Probabilistic Programming Language for Bayesian Inference and Optimization". Journal of Educational and Behavioral Statistics. 40 (5): 530–543. doi:10.3102/1076998615606113. ISSN 1076-9986. S2CID 220415167.
- ^ a b "Richard McElreath". www.mpg.de. Retrieved March 8, 2019.
- ^ "Dept. of Human Behavior, Ecology and Culture | Richard McElreath | CV". www.eva.mpg.de. Retrieved March 8, 2019.
- ^ "Richard McElreath - The Mathematics Genealogy Project". www.genealogy.math.ndsu.nodak.edu. Retrieved March 8, 2019.
- ^ Smaldino Paul E.; McElreath Richard (2016). "The natural selection of bad science". Royal Society Open Science. 3 (9): 160384. arXiv:1605.09511. Bibcode:2016RSOS....360384S. doi:10.1098/rsos.160384. PMC 5043322. PMID 27703703.
- ^ Smaldino, Paul E.; McElreath, Richard (August 26, 2015). "Replication, Communication, and the Population Dynamics of Scientific Discovery". PLOS ONE. 10 (8): e0136088. arXiv:1503.02780. Bibcode:2015PLoSO..1036088M. doi:10.1371/journal.pone.0136088. ISSN 1932-6203. PMC 4550284. PMID 26308448.
- ^ Ball, Philip (November 16, 2016). "The mathematics of science's broken reward system". Nature. doi:10.1038/nature.2016.20987. ISSN 1476-4687. S2CID 185609227.
- ^ "Incentive malus". The Economist. September 24, 2016. ISSN 0013-0613. Retrieved March 8, 2019.
- ^ Yong, Ed (September 21, 2016). "The Inevitable Evolution of Bad Science". The Atlantic. Retrieved March 8, 2019.