SDS-6 失われた 50 年 : ビッグデータ時代における統計科学の人材育成の課題 国友直人 November 2017 Statistics & Data Science Series back numbers: http://www.mims.meiji.ac.jp/publications/datascience.html
50 2017 10 50 (Junjiro Ogawa),,,,, 1 IT (Internet Technology) (Big-Data) IoT (Internet of Things) 2017-10-10 ECO-FORUM 2018 ( ) ( ) ( ) ( ) 1
1 Statistical-Evidence-Based-Policy-Evaluation ( ) 2016 2 3 1 (2017) 60 (1977) 2 (2017) 3 (2017) 2
2 Forbes(, ) The Best And Worst Master s Degrees For Jobs ( ) (2016 ) PayScale 45 (mid-career) 1 Biostatistics, Statistics,,6 Management Information Systems, 7 Computer Science 2015 FORTUNE (, ) Best and worst graduate degrees for jobs in 2015 Statistics( ) Biostatistics( ) (Big-Data) 2015 6 2015 2015 2015 (Ph.D.) 3
3 Web (Department of Statistics)) 69, 24 54, 110 (Berkeley) 42, (Stanford) 23, (Wisconsin) (Madison) 30 Ph.D. 1 1 10 690 Ph.D. Ph.D. 4 (Berkeley) (Department of Statistics) (UCL, University College London) (Jerzey Neyman, 44 ) 1938 (Department of Mathematics) UCL (Department of Applied Statistics) Regression (Francis Galton) (Karl Pearson) (Egon Pearson), (J. Neyman), ( R.A. Fisher) (J.Neyman) 1955 4 [4] http://www.jss.gr.jp/society/history/ 4
(Columbia) (Department of Statistics) (Harold Hoteling) (Abraham Wald) 1946 (Faculty of Political Science) (Department of Economics) 51 (Kenneth Arrow) (T.W.Anderson) (Social Choice Theory) Ph.D. Anderson (George Snedecker) (Iowa State University) (analysis of variance) F (Iowa) 1947 5 1940 78 5 [1] Statistics 1918 Johns Hopkins Department of Biometry and Vital Statistics, 1931 University of Pennsylvania, Department of Economic and Social Statistics 1933 Statistical Laboratory at Iowa State University 2013 99 [1] 5
(econometrics) (Ragnar Frisch), (Jan Tinbergen), (T. C. Koopmans) (Lawrence Klein), (James Heckman), (Daniel McFadden), (Clive Granger), (Robert Engle) 3 Ph.D. 3 IT (Information Technology) IOT (Internet of Things) 2018 4 2015 2015 80 6
Forbes The Best and Worst Masters Degrees for Jobs In 2016 FORTUNE (Data Science) (1839 ) 1 8,000 (1834 ) 7,200 (1931, ) 1,500 10 DNA 6 (Population Study, Demography) OPR(Office of Population Research, Princeton University), Population Studies Center (PSC), Columbia Population Research Center (CPRC) (Berkeley) Ph.D. 6 [5] (2008) 7
( ) (Actuarial Science, Columbia University), (Actuarial Science Program, Statistics Department, Wharton School, Pennsylvania University) (Insurance, Mathematics and Economics) ( 2017 4 10 ) (Population Association of America) 3,000, 301 (2016 ) 2011 1,579 (2017 1 ) 2016 2017 4 2018 1944 7 7 8
( ) 5 50 2015 8 1966 50 1987 2017 9 8 [2] Sadao Ikeda( ) Professor Junjiro Ogawa: A Pioneering Statistician in Japan [3] (1961),, 3, 153-158; (1961),, 72, 2-9 9 HP http://www.jss.gr.jp 9
2011 11 5 10 100 (RSS) (Royal Statistical Society) (2017) (i)2010 (ii) (JSS) (RSS) (iii)2012 JINSE (iv)2015 (GACCO) (v)2016 12 6 (vi)2017 1 100 11 2018 4 1911 (Karl Pearson) UCL(University College 10 http://www.toukei-kentei.jp 11 (2017) 10
London) (Department of Applied Mathematics) (Department of Applied Statistics) 106 70 1967 50 2017 4 (Faculty of Data Science) (Department of Statistics) (Department of Biostatistics) (Center of Computational Statistics and Machine Learning, UCL (Major in Statistics) (Major in Data Science) References [1] Agresti, A. and Xiao-Li Meng ed. (2013), Strength in Numbers: The Rising of Academic Statistics Departments in the U.S., Springer. [2] Ikeda,S., T.Hayakawa, H.Hudimoto, M.Siotani and Yamamoto.S.ed. (1976), Essays in Probability and Statistics a volume for Professor Junjiro Ogawa, Shinko Tsusho. [3] Ikeda,S. ed. (1987), Contributions to Statistics: Selected Papers of Junjiro Ogawa. [4] (1987),,. [5] (1983) 50,, (http://www.jss.gr.jp/book/books ). [6] Vo-I:, Vol-II:, Vol-III:,,2008,, HP (http://www.cirje.e.u-tokyo.ac.jp/research/reports/r15ab.html ), 2013. [7] (2017),, ECO- FORUM, 81-92.. [8] (2017),, ECO-FORUM, 71-80.. [9] (2017),,ECO-FORUM, 64-70.. [10] (2017),, ECO-FORUM, 45-54.. [11] (2017),,ECO-FORUM, 106-113.. 11