-
1
-
-
84864032194
-
-
Technical Report, The University of Chicago, Booth School of Business
-
Abrevaya, J., McCulloch, R. (2013), Reversal of Fortune: A Statistical Analysis of Penalty Calls in the National Hockey League, Technical Report, The University of Chicago, Booth School of Business. Available at http://www.rob-mcculloch.org.
-
(2013)
Reversal of Fortune: A Statistical Analysis of Penalty Calls in the National Hockey League
-
-
Abrevaya, J.1
McCulloch, R.2
-
2
-
-
77956215890
-
Estimating Rates of Rare Events With Multiple Hierarchies Through Scalable Log-Linear Models
-
Agarwal, D., Agrawal, R., Khanna, R., Kota, N. (2010), Estimating Rates of Rare Events With Multiple Hierarchies Through Scalable Log-Linear Models, Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 213–222.
-
(2010)
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 213-222
-
-
Agarwal, D.1
Agrawal, R.2
Khanna, R.3
Kota, N.4
-
3
-
-
0032346848
-
Bayesian CART Model Search
-
Chipman, H., George, E., McCulloch, R. (1998), Bayesian CART Model Search, Journal of the American Statistical Association, 93, 935–960.
-
(1998)
Journal of the American Statistical Association
, vol.93
, pp. 935-960
-
-
Chipman, H.1
George, E.2
McCulloch, R.3
-
4
-
-
77952543458
-
BART: Bayesian Additive Regression Trees
-
Chipman, H., George, E., McCulloch, R. (2010), BART: Bayesian Additive Regression Trees, The Annals of Applied Statistics, 4, 266–298.
-
(2010)
The Annals of Applied Statistics
, vol.4
, pp. 266-298
-
-
Chipman, H.1
George, E.2
McCulloch, R.3
-
5
-
-
56049109090
-
Map-Reduce for Machine Learning on Multicore
-
Chu, C., Kim, S., Lin, Y., Yu, Y., Bradski, G., Ng, A., Olukotun, K. (2007), Map-Reduce for Machine Learning on Multicore, Advances in Neural Information Processing Systems, 19, 281–289.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 281-289
-
-
Chu, C.1
Kim, S.2
Lin, Y.3
Yu, Y.4
Bradski, G.5
Ng, A.6
Olukotun, K.7
-
6
-
-
0020275910
-
An Analytical Method for Uncertainty Analysis of Nonlinear Output Functions, With Applications to Fault-Tree Analysis
-
Cox, D.C. (1982), An Analytical Method for Uncertainty Analysis of Nonlinear Output Functions, With Applications to Fault-Tree Analysis, IEEE Transactions in Reliability, 31, 265–268.
-
(1982)
IEEE Transactions in Reliability
, vol.31
, pp. 265-268
-
-
Cox, D.C.1
-
7
-
-
37549003336
-
MapReduce: Simplified Data Processing on Large Clusters
-
Dean, J., Ghemawat, S. (2008), MapReduce: Simplified Data Processing on Large Clusters, Commmunications of The ACM, 51, 107–113.
-
(2008)
Commmunications of The ACM
, vol.51
, pp. 107-113
-
-
Dean, J.1
Ghemawat, S.2
-
8
-
-
84858731987
-
Large Scale Nonparametric Bayesian Inference: Data Parallelization in the Indian Buffet Process
-
Doshi-Velez, F., Knowles, D., Mohamed, S., Ghahramani, Z. (2010), Large Scale Nonparametric Bayesian Inference: Data Parallelization in the Indian Buffet Process, Advances in Neural Information Processing Systems, 22, 1294–1302.
-
(2010)
Advances in Neural Information Processing Systems
, vol.22
, pp. 1294-1302
-
-
Doshi-Velez, F.1
Knowles, D.2
Mohamed, S.3
Ghahramani, Z.4
-
9
-
-
78650003594
-
Twister: A Runtime for Iterative MapReduce
-
ACM
-
Ekanayake, J., Li, H., Zhang, B., Gunarathne, T., Bae, S., Qiu, J., and Fox, G. (2010), “Twister: A Runtime for Iterative MapReduce,” in Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, ACM, pp. 810–818.
-
(2010)
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
, pp. 810-818
-
-
Ekanayake, J.1
Li, H.2
Zhang, B.3
Gunarathne, T.4
Bae, S.5
Qiu, J.6
Fox, G.7
-
10
-
-
0035470889
-
Greedy Function Approximation: A Gradient Boosting Machine
-
Friedman, J. (2001), Greedy Function Approximation: A Gradient Boosting Machine, The Annals of Statistics, 29, 1189–1232.
-
(2001)
The Annals of Statistics
, vol.29
, pp. 1189-1232
-
-
Friedman, J.1
-
11
-
-
84876056744
-
Variable Selection and Sensitivity Analysis Using Dynamic Trees, With an Application to Computer Code Performance Tuning
-
Gramacy, R.B., Taddy, M., Wild, S.M. (2013), Variable Selection and Sensitivity Analysis Using Dynamic Trees, With an Application to Computer Code Performance Tuning, The Annals of Applied Statistics, 7, 51–80.
-
(2013)
The Annals of Applied Statistics
, vol.7
, pp. 51-80
-
-
Gramacy, R.B.1
Taddy, M.2
Wild, S.M.3
-
12
-
-
84856245393
-
Accurate Emulators for Large-Scale Computer Experiments
-
Haaland, B., Qian, P.Z. (2011), Accurate Emulators for Large-Scale Computer Experiments, The Annals of Statistics, 39, 2974–3002.
-
(2011)
The Annals of Statistics
, vol.39
, pp. 2974-3002
-
-
Haaland, B.1
Qian, P.Z.2
-
13
-
-
49549114864
-
Computer Model Calibration Using High-Dimensional Output
-
Higdon, D., Gattiker, J., Williams, B., Rightley, M. (2008), Computer Model Calibration Using High-Dimensional Output, Journal of the American Statistical Association, 103, 570–583.
-
(2008)
Journal of the American Statistical Association
, vol.103
, pp. 570-583
-
-
Higdon, D.1
Gattiker, J.2
Williams, B.3
Rightley, M.4
-
14
-
-
29544443445
-
Very High Resolution Interpolated Climate Surfaces for Global Land Areas
-
Hijmans, R., Cameron, S., Parra, J., Jones, P., Jarvis, A. (2005), Very High Resolution Interpolated Climate Surfaces for Global Land Areas, International Journal of Climatology, 25, 1965–1978.
-
(2005)
International Journal of Climatology
, vol.25
, pp. 1965-1978
-
-
Hijmans, R.1
Cameron, S.2
Parra, J.3
Jones, P.4
Jarvis, A.5
-
15
-
-
84879511901
-
-
Technical Report, UC Berkeley
-
Kleiner, A., Talwalkar, A., Sarkar, P., Jordan, M. (2012), A Scalable Bootstrap for Massive Data,. Technical Report, UC Berkeley.
-
(2012)
A Scalable Bootstrap for Massive Data
-
-
Kleiner, A.1
Talwalkar, A.2
Sarkar, P.3
Jordan, M.4
-
17
-
-
84878602668
-
Fast Sequential Computer Model Calibration of Complex Spatial-Temporal Processes
-
Pratola, M.T., Sain, S.R., Bingham, D., Wiltberger, M., Rigler, J. (2013), Fast Sequential Computer Model Calibration of Complex Spatial-Temporal Processes, Technometrics, 55, 232–242.
-
(2013)
Technometrics
, vol.55
, pp. 232-242
-
-
Pratola, M.T.1
Sain, S.R.2
Bingham, D.3
Wiltberger, M.4
Rigler, J.5
-
19
-
-
54949098362
-
Sequential Experiment Design for Contour Estimation From Complex Computer Codes
-
Ranjan, P., Bingham, D., Michailidis, G. (2008), Sequential Experiment Design for Contour Estimation From Complex Computer Codes, Technometrics, 50, 527–541.
-
(2008)
Technometrics
, vol.50
, pp. 527-541
-
-
Ranjan, P.1
Bingham, D.2
Michailidis, G.3
-
21
-
-
84972517827
-
Design and Analysis of Computer Experiments” (with discussion)
-
Sacks, J., Welch, W.J., Mitchell, T.J., Wynn, H.P. (1989), “Design and Analysis of Computer Experiments” (with discussion), Statistical Science, 4, 409–423.
-
(1989)
Statistical Science
, vol.4
, pp. 409-423
-
-
Sacks, J.1
Welch, W.J.2
Mitchell, T.J.3
Wynn, H.P.4
-
22
-
-
84889461919
-
-
New York: Wiley
-
Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., and Tarantola, S. (2008), Global Sensitivity Analysis: The Primer, New York: Wiley.
-
(2008)
Global Sensitivity Analysis: The Primer
-
-
Saltelli, A.1
Ratto, M.2
Andres, T.3
Campolongo, F.4
Cariboni, J.5
Gatelli, D.6
Saisana, M.7
Tarantola, S.8
-
23
-
-
84856008847
-
A Full Scale Approximation of Covariance Functions for Large Spatial Data Sets
-
Sang, H., Huang, J. (2012), A Full Scale Approximation of Covariance Functions for Large Spatial Data Sets, Journal of the Royal Statistical Society, Series B, 74, 111–132.
-
(2012)
Journal of the Royal Statistical Society, Series B
, vol.74
, pp. 111-132
-
-
Sang, H.1
Huang, J.2
-
24
-
-
70350465146
-
Large Datasets in Biomedicine: A Discussion of Salient Analytic Issues
-
Sinha, A., Hripcsak, G., Markatou, M. (2009), Large Datasets in Biomedicine: A Discussion of Salient Analytic Issues, Journal of the American Medical Informatics Association, 16, 759–768.
-
(2009)
Journal of the American Medical Informatics Association
, vol.16
, pp. 759-768
-
-
Sinha, A.1
Hripcsak, G.2
Markatou, M.3
-
26
-
-
79954476208
-
Dynamic Trees for Learning and Design
-
Taddy, M., Gramacy, R., Polson, N. (2011), Dynamic Trees for Learning and Design, Journal of the American Statistical Association, 106, 493.
-
(2011)
Journal of the American Statistical Association
, vol.106
, pp. 493
-
-
Taddy, M.1
Gramacy, R.2
Polson, N.3
-
27
-
-
85026233840
-
Parallel Bayesian Computation
-
Kontoghiorghes E.J., (ed), Boca Raton, FL: Dekker/CRC Press
-
Wilkinson, D. (2005), “Parallel Bayesian Computation,” in Handbook of Parallel Computing and Statistics, eds. E.J. Kontoghiorghes, Boca Raton, FL: Dekker/CRC Press.
-
(2005)
Handbook of Parallel Computing and Statistics
-
-
Wilkinson, D.1
-
28
-
-
34548838245
-
Speedup and Scalability Analysis of Master-Slave Applications on Large Heterogeneous Clusters
-
Yero, E. J.H., Henriques, M. A.A. (2007), Speedup and Scalability Analysis of Master-Slave Applications on Large Heterogeneous Clusters, Journal of Parallel and Distributed Computing, 67, 1155–1167.
-
(2007)
Journal of Parallel and Distributed Computing
, vol.67
, pp. 1155-1167
-
-
Yero, E.J.H.1
Henriques, M.A.A.2
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