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Wiley Interdisciplinary Reviews: Computational Statistics

Volumn 2, Issue 1, 2010, Pages 54-60

Importance sampling: A review

(2) Tokdar, Surya T a Kass, Robert E b

a Duke University (United States)

b CARNEGIE MELLON UNIVERSITY (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DYNAMIC ADAPTATIONS; IMPORTANCE SAMPLING; MATHEMATICAL FOUNDATIONS; MONTE CARLO; PRACTICAL USE; RESAMPLING; SAMPLING TOOLS; SEQUENTIAL SAMPLING;

MONTE CARLO METHODS;

SAMPLING;

EID: 78651572361 PISSN: 19395108 EISSN: 19390068 Source Type: Journal
DOI: 10.1002/wics.56 Document Type: Review

Times cited : (342)

References (28)

1
- 84866540630
- Poor man's Monte Carlo
- Hammersely JM, Morton KW. Poor man's Monte Carlo. J Roy Stat Soc., Ser B 1954, 16:23-38.
- (1954) J Roy Stat Soc., Ser B , vol.16 , pp. 23-38
- Hammersely, J.M.¹ Morton, K.W.²

2
- 36849137515
- Monte Carlo calculations of the average extension of molecular chains
- Rosenbluth MN, Rosenbluth AW. Monte Carlo calculations of the average extension of molecular chains. J Chem Phys 1955, 23:356-359.
- (1955) J Chem Phys , vol.23 , pp. 356-359
- Rosenbluth, M.N.¹ Rosenbluth, A.W.²

3
- 0001667705
- Bayesian inference in econometric models using Monte Carlo integration
- Geweke J. Bayesian inference in econometric models using Monte Carlo integration. Econometrica 1989, 57:1317-1339.
- (1989) Econometrica , vol.57 , pp. 1317-1339
- Geweke, J.¹

4
- 46649102446
- NewYork: Springer;
- Ghosh JK, DelampadyM, Samanta T. An Introduction to Bayesian Analysis: Theory and Methods. NewYork: Springer; 2006.
- (2006) An Introduction to Bayesian Analysis: Theory and Methods
- Ghosh, J.K.¹ Delampady, M.² Samanta, T.³

5
- 84972543992
- Methods for approximating integrals in statistics with special emphasis on Bayesian integration problems
- Evans M, Swartz T. Methods for approximating integrals in statistics with special emphasis on Bayesian integration problems. Stat Sci 1995, 10:254-272.
- (1995) Stat Sci , vol.10 , pp. 254-272
- Evans, M.¹ Swartz, T.²

6
- 0001008381
- Adaptive importance sampling in Monte Carlo integration
- Oh M-S, Berger JO. Adaptive importance sampling in Monte Carlo integration. J Stat Comput Simulation 1992, 41:143-168.
- (1992) J Stat Comput Simulation , vol.41 , pp. 143-168
- Oh, M.S.¹ Berger, J.O.²

7
- 0002662247
- Bayesian estimates of equation system parameters: an application of integration by Monte Carlo
- Kloek K, van Dijk HK. Bayesian estimates of equation system parameters: an application of integration by Monte Carlo. Econometrica 1978, 46:1-20.
- (1978) Econometrica , vol.46 , pp. 1-20
- Kloek, K.¹ Van Dijk, H.K.²

8
- 0004182828
- New York: Springer-Verlag;
- Liu, JS. Monte Carlo Strategies in Scientific Computing. New York: Springer-Verlag; 2001.
- (2001) Monte Carlo Strategies in Scientific Computing
- Liu, J.S.¹

9
- 21144460219
- Integration of multimodal functions by Monte Carlo Importance Sampling
- Oh M-S, Berger JO. Integration of multimodal functions by Monte Carlo Importance Sampling. J Am Stat Assoc 1993, 88:450-456.
- (1993) J Am Stat Assoc , vol.88 , pp. 450-456
- Oh, M.S.¹ Berger, J.O.²

10
- 34848921465
- Efficient high-dimensional importance sampling
- Richard J-F, Zhang W. Efficient high-dimensional importance sampling. J Econometrics 2007, 141: 1385-1411.
- (2007) J Econometrics , vol.141 , pp. 1385-1411
- Richard, J.F.¹ Zhang, W.²

11
- 0442309556
- Safe and effective importance sampling
- Owen A, Zhou Y. Safe and effective importance sampling. J Am Stat Assoc 2000, 95:135-143.
- (2000) J Am Stat Assoc , vol.95 , pp. 135-143
- Owen, A.¹ Zhou, Y.²

12
- 0003531332
- Methuen, London: John Wiley & Sons;
- Hammersley JM, Handscomb DC. Monte Carlo Methods. Methuen's Monographs on Applied Probability and Statistics. Methuen, London: John Wiley & Sons; 1964.
- (1964) Monte Carlo Methods. Methuen's Monographs on Applied Probability and Statistics
- Hammersley, J.M.¹ Handscomb, D.C.²

13
- 0000273048
- Annealed importance sampling
- Neal RM. Annealed importance sampling. Stat Comput 2001, 11:125-139.
- (2001) Stat Comput , vol.11 , pp. 125-139
- Neal, R.M.¹

14
- 34547862465
- Annealed importance sampling of peptides
- Lyman E, Zuckerman DM. Annealed importance sampling of peptides. J Chem Phys 2007, 126:65101-65101
- (2007) J Chem Phys , vol.126 , pp. 65101-65101
- Lyman, E.¹ Zuckerman, D.M.²

15
- 0008782869
- Improvement Strategies for Monte Carlo Particle Filters
- In: Doucet A, De Freitas JFG, Gordon NJ, eds, New York: Springer-Verlag;
- Godsill SJ, Clapp TC. Improvement Strategies for Monte Carlo Particle Filters. In: Doucet A, De Freitas JFG, Gordon NJ, eds. SequentialMonte Carlo Methods in Practice. New York: Springer-Verlag; 2001.
- (2001) SequentialMonte Carlo Methods in Practice
- Godsill, S.J.¹ Clapp, T.C.²

16
- 84950943564
- Sequential imputations and Bayesian missing data problems
- Kong A, Liu JS, Wong WH. Sequential imputations and Bayesian missing data problems. J Am Stat Assoc 1994, 89:278-288.
- (1994) J Am Stat Assoc , vol.89 , pp. 278-288
- Kong, A.¹ Liu, J.S.² Wong, W.H.³

17
- 36849136789
- New methods for the statistical computation of polymer dimensions
- Wall FT, Erpenbeck JJ. New methods for the statistical computation of polymer dimensions. J Chem Phys 1959, 30:634-637.
- (1959) J Chem Phys , vol.30 , pp. 634-637
- Wall, F.T.¹ Erpenbeck, J.J.²

18
- 0001071045
- Pruned-enriched Rosenbluth method: Simulations of α polymers of chain length up to 1,000,000
- Grassberger P. Pruned-enriched Rosenbluth method: simulations of α polymers of chain length up to 1,000,000. Phys Rev E 1997, 56:3682-3693.
- (1997) Phys Rev E , vol.56 , pp. 3682-3693
- Grassberger, P.¹

19
- 0027580559
- Novel approach to nonlinear non-Gaussian Bayesian state estimation
- Gordon NJ, Salmond DJ, Smith AFM. Novel approach to nonlinear non-Gaussian Bayesian state estimation. IEEE Proc Radar Signal Processing 1993, 140:107-113.
- (1993) IEEE Proc Radar Signal Processing , vol.140 , pp. 107-113
- Gordon, N.J.¹ Salmond, D.J.² Smith, A.F.M.³

20
- 0032359151
- Sequential Monte Carlo methods for dynamic systems
- Liu JS, Chen R. Sequential Monte Carlo methods for dynamic systems. J Am Stat Assoc 1998, 93:1032-1044.
- (1998) J Am Stat Assoc , vol.93 , pp. 1032-1044
- Liu, J.S.¹ Chen, R.²

21
- 16244405590
- Stopping-time resampling for sequential Monte Carlo methods
- DOI 10.1111/j.1467-9868.2005.00497.x
- Chen Y, Xie J, Liu JS. Stopping-time resampling for sequential Monte Carlo methods. J Roy Stat Soc., Ser B 2005, 67:199-217. (Pubitemid 40465871)
- (2005) Journal of the Royal Statistical Society. Series B: Statistical Methodology , vol.67 , Issue.2 , pp. 199-217
- Chen, Y.¹ Xie, J.² Liu, J.S.³

22
- 0002556819
- On the genealogy of large populations
- Kingman JFC. On the genealogy of large populations. J Appl Probab A 1982, 19:27-43.
- (1982) J Appl Probab A , vol.19 , pp. 27-43
- Kingman, J.F.C.¹

23
- 34548452457
- Simulating probability distributions in the coalescent
- Griffiths RC, Tavaré S. Simulating probability distributions in the coalescent. Theor Population Biol 1994, 46:131-159.
- (1994) Theor Population Biol , vol.46 , pp. 131-159
- Griffiths, R.C.¹ Tavaré, S.²

24
- 4043138379
- Population Monte Carlo
- Cappé O, Guillin A, Marin JM, Robert CP. Population Monte Carlo. J Comput Graph Stat 2004, 13:907-929.
- (2004) J Comput Graph Stat , vol.13 , pp. 907-929
- Cappé, O.¹ Guillin, A.² Marin, J.M.³ Robert, C.P.⁴

25
- 33748331033
- Population annealing and its application to a spin glass
- Monte Carlo Method in the Physical Sciences: J. E. Gubernatis Editor
- Hukushima K, Iba Y. Population annealing and its application to a spin glass. AIP Conf Proc 2003, 690:200-206 (Monte Carlo Method in the Physical Sciences: J. E. Gubernatis Editor).
- (2003) AIP Conf Proc , vol.690 , pp. 200-206
- Hukushima, K.¹ Iba, Y.²

26
- 33646684004
- Sequential Monte Carlo samplers
- Del Moral P, Doucet A, Jasra A. Sequential Monte Carlo samplers. J Roy Stat Soc., Ser B 2006, 68: 411-436.
- (2006) J Roy Stat Soc., Ser B , vol.68 , pp. 411-436
- Del Moral, P.¹ Doucet, A.² Jasra, A.³

27
- 34547863202
- On population based simulation for static inference
- Jasra A, Stephens DA, Holmes CC. On population based simulation for static inference. Stat Computing 2007, 17:263-279.
- (2007) Stat Computing , vol.17 , pp. 263-279
- Jasra, A.¹ Stephens, D.A.² Holmes, C.C.³

28
- 41549102613
- Computational methods for complex stochastic systems: a review of some alternatives to MCMC
- Fernhead P. Computational methods for complex stochastic systems: a review of some alternatives to MCMC. Stat Computing 2008, 18:151-171.
- (2008) Stat Computing , vol.18 , pp. 151-171
- Fernhead, P.¹

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