Presidents’ Award
| 2020 | Rina Foygel Barber | 2000 | Jianqing Fan |
| 2019 | Hadley Wickham | 1999 | Larry Wasserman |
| 2018 | Richard J. Samworth | 1998 | Pascal Massart |
| 2017 | Tyler J. VanderWeele | 1997 | Kathryn Roeder |
| 2016 | Nicolai Meinshausen | 1996 | Robert Tibshirani |
| 2015 | John D. Storey | 1995 | Iain M. Johnstone |
| 2014 | Martin J. Wainwright | 1994 | David L. Donoho |
| 2013 | Marc Suchard | 1993 | Wing H. Wong |
| 2012 | Samuel S. Kou | 1992 | Nancy M. Reid |
| 2011 | Nilanjan Chatterjee | 1991 | Bernard W. Silverman |
| 2010 | David B. Dunson | 1990 | Peter McCullagh |
| 2009 | Rafael Irizarry | 1989 | Peter G. Hall |
| 2008 | Tony Cai | 1988 | Raymond J. Carroll |
| 2007 | Jeffrey S. Rosenthal | 1987 | C. F. Jeff Wu |
| 2006 | Xihong Lin | 1986 | Ross Prentice |
| 2005 | Mark J. van der Laan | 1985 | James O. Berger |
| 2004 | Michael A Newton | 1984 | David V. Hinkley |
| 2003 | Andy Gelman | 1983 | Tze Leung Lai |
| 2002 | Jun Liu | 1982 | Stephen E. Fienberg |
| 2001 | Xiao-Li Meng | 1981 | Peter J. Bickel |
R. A. Fisher Lectureship
| 2021 | Wing Hung Wong | 1992 | Paul Meier |
| 2020 | Kathryn Roeder | 1991 | D.R. Brillinger |
| 2019 | Paul R. Rosenbaum | 1990 | D.A.S. Fraser |
| 2018 | Susan Murphy | 1989 | Sir David R. Cox |
| 2017 | Robert E. Kass | 1988 | E. L. Lehmann |
| 2016 | Alice S. Whittemore | 1987 | Frederick Mosteller |
| 2015 | Stephen Fienberg | 1986 | David Blackwell |
| 2014 | Grace Wahba | 1985 | T. W. Anderson |
| 2013 | Peter J. Bickel | 1984 | N/A |
| 2012 | Roderick J. Little | 1983 | I.R. Savage |
| 2011 | C.F. Jeff Wu | 1982 | F.J. Anscombe |
| 2010 | Bruce Lindsay | 1981 | N/A |
| 2009 | Noel Cressie | 1980 | N/A |
| 2008 | Ross L. Prentice | 1979 | C.R. Rao |
| 2007 | Marvin Zelen | 1978 | William Kruskal |
| 2006 | Terence P. Speed | 1977 | RC Bose |
| 2005 | R. Dennis Cook | 1976 | George A. Barnard |
| 2004 | Donald B Rubin | 1975 | Herman Chernoff |
| 2003 | Adrian F M Smith | 1974 | George Box |
| 2002 | Raymond Carroll | 1973 | Jerome Cornfield |
| 2001 | James O. Berger | 1972 | William G. Cochran |
| 2000 | Ingram Olkin | 1971 | Cuthbert Daniel |
| 1999 | Jack D. Kalbfleisch | 1970 | L.J. Savage |
| 1998 | Arthur P. Dempster | 1969 | N/A |
| 1997 | Colin Mallows | 1968 | L. A. Goodman |
| 1996 | Brad Efron | 1967 | John W. Tukey |
| 1995 | Norman E. Breslow | 1966 | N/A |
| 1994 | Elizabeth A. Thompson | 1965 | O. Kempthorne |
| 1993 | Herbert Robbins | 1964 | M. S. Bartlett |
George W. Snedecor Award
| 2021 | Sudipto Banerjee | 1993 | Kenneth L. Lange, Michael L. Boehnke |
| 2019 | David Dunson | 1990 | K. H. Pollock, J. D. Nichols, C. Brownie, J. E. Hines |
| 2017 | Aurore Delaigle | 1989 | Barry I. Graubard, Thomas R. Fears, Mitchell H. Gail |
| 2015 | Danyu Lin | 1988 | Karim H. Hirji, Cyrus Mehta, Nitin R. Patil |
| 2013 | Jack D. Kalbfleisch | 1987 | George Bonney |
| 2011 | Nilanjan Chatterje | 1986 | Kung-Yee Liang, Scott Zeger |
| 2009 | Marie Davidian | 1985 | Mitchell Gail, Richard Simon |
| 2007 | Donald Rubin | 1984 | John A. Anderson, Stuart H. Hurlburtl |
| 2005 | Nicholas P. Jewell, Mark J. van der Laan | 1983 | R. A. Maller, E. S. De Boer, L. M. Joll, D. A. Anderson J. P. Hinde, C. Brownie, D. S. Robson |
| 2003 | Paul R Rosenbaum | 1981 | Barry H. Margolin, Norman Kaplan, Errol Zeiger |
| 2001 | Patrick J. Heagerty | 1979 | Bruce W. Turnbull, Toby J. Mitchell |
| 1999 | Daniel Scharfstein, Anastasios “Butch” Tsiatis, Jamie Robins | 1978 | Leslie E. Blumenson |
| 1997 | M.A. Newton, K. Roeder, R.J. Carroll, B.G. Lindsay *Note: two papers shared the 1997 Snedecor Award | 1977 | A. P. Dawid |
| 1995 | Norman E. Breslow, David Clayton |
Elizabeth L. Scott Award
| 2020 | Amita Manatunga | 2004 | Gladys H. Reynolds |
| 2018 | Bin Yu | 2002 | Janet Norwood |
| 2016 | Amanda L. Golbeck | 2000 | Nancy Fluornoy |
| 2014 | Kathryn Chaloner | 1998 | Ingram Olkin |
| 2012 | Mary Gray | 1996 | Grace Wahba |
| 2010 | Mary E. Thompson | 1994 | Donna Brogan |
| 2008 | Lynn Billard | 1992 | F. N. David |
| 2006 | Louise Ryan |
F.N. David Award
| 2021 | Alicia Carriquiry | 2011 | Marie Davidian |
| 2019 | Susan Ellenberg | 2009 | Nancy Margaret Reid |
| 2017 | Xihong Lin | 2007 | Nancy Flournoy |
| 2015 | Francesca Dominici | 2005 | Alice S. Whittemore |
| 2013 | Lynne Billard | 2003 | Juliet Shaffer |
| 2010 | Mary E. Thompson | 2001 | Nan M. Laird |