A Partially Linear Model Using a Gaussian Process Prior

Communications in Statistics Part B: Simulation and Computation - Tập 44 Số 7 - Trang 1770-1786 - 2015
Taeryon Choi1, Yoonsung Woo1
1Department of Statistics, Korea University, Seoul, South Korea

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Bishop C.M., 2006, Pattern Recognition and Machine Learning. Information Science and Statistics Series

10.1007/978-1-4612-1276-8

10.1080/01621459.1995.10476635

10.1016/j.jmva.2008.12.006

10.1080/10485251003768019

10.1080/01621459.1986.10478274

Fahrmeir L., 2011, Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data. Vol. 36. Oxford Statistical Science Series

Gelfand A.E., 1994, Journal of Royal Statistical Society: Series B, 56, 501, 10.1111/j.2517-6161.1994.tb01996.x

10.1214/ss/1028905934

10.1007/978-3-642-57700-0

Hayfield T., 2008, Journal of Statistical Software, 27, 1, 10.18637/jss.v027.i05

10.1093/biomet/89.3.579

10.1198/016214507000000888

10.1177/1471082X1001200203

Jeffreys H., 1961, Theory of Probability. 3rd ed

10.1080/01621459.1995.10476572

10.1214/10-BA505

10.1111/1467-9868.00294

Ko K., 2009, Statistica Sinica, 19, 1463

10.1016/j.jeconom.2003.12.008

10.1111/1467-9868.00207

10.1080/10485251003615574

10.1111/j.1541-0420.2009.01227.x

Lindley D.V., 1972, Journal of the Royal Statistical Society. Series B, 34, 1, 10.1111/j.2517-6161.1972.tb00885.x

Meng X.-L., 1996, Statistica Sinica, 6, 831

10.1111/j.1467-9868.2004.05304.x

O’Hagan A., 1978, Journal of the Royal Statistical Society. Series B, 40, 1, 10.1111/j.2517-6161.1978.tb01643.x

10.1080/10629360500107824

Rasmussen C.E., 2006, Gaussian Processes for Machine Learning

10.1017/CBO9780511755453

Shi J.Q., 2011, Gaussian Process Regression Analysis for Functional Data. Monographs on Statistics and Applied Probability, 10.1201/b11038

Shi J.Q., 2012, Technical Report

10.1007/s11222-008-9055-1

10.1111/j.1541-0420.2007.00758.x

10.1007/978-1-4612-1494-6

10.1080/01621459.1986.10478240

10.1214/009053607000000613

van Zanten H., 2011, Journal of Machine Learning Research, 12, 2095

Wooldridge J.M., 2003, Introductory Econometrics, A Modern Approach. 2nd ed

10.1111/j.1541-0420.2011.01576.x

10.1080/01621459.1998.10473723