Fetching the paper…
Reading the bibliography…
Robins et al, 2008, published a theory of higher order influence functions for inference in semi- and non-parametric models.
Bhattacharyya A. (1947) ”On some analogues of the amount of information and their use in statistical estimation II-III” Sankhyā
1947
Earlier work this paper cites.
Pyke R., ”Spacings (with discussion)”, J. Roy. Statis. Soc. B
1965
Earlier work this paper cites.
Pfanzagl J. (1990) ” Estimation in Semiparametric Models: Some Recent Developments
1985
Earlier work this paper cites.
Klassen C. (1987) ”Consistent Estimation of the Influence Function of Locally Asymptotically Linear Estimators”. Annals of Statistics
1987
Earlier work this paper cites.
Portnoy S. (1988). ”Asymptotic Behavior of Likelihood Methods for Exponential Families When the Number of Parameters Tends to Infinity”. Annals of Statistics
1988
Earlier work this paper cites.
Lee A.J. (1990) ” U-Statistics: Theory and Practice
1990
Earlier work this paper cites.
Ritov Y., Bickel P. (1990) ”Achieving information bounds in non- and semi-parametric models”. Annals of Statistics
1990
Earlier work this paper cites.
van der Vaart, AW (1991). ”On Differentiable Functionals”. Ann. Statist
1991
Earlier work this paper cites.
Bickel P. , Klassen C., Ritov Y., Wellner J. (1993) ” Efficient and Adaptive Estimation for Semiparametric Models
1993
Earlier work this paper cites.
Small D., McLeish C.(1994) ” Hilbert Space Methods in Probability and Statistical Inference
1994
Earlier work this paper cites.
Birge L., Massart P.(1995) ”Estimation of Integral Functionals of a Density”. Annals of Statistics
1995
Earlier work this paper cites.
Lindsay R, Waterman B. (1996) ”Projected Score Methods for Approximating Conditional Scores”. Biometrika
1996
Cited alongside, same era.
Robins J., Ritov, Y (1997). ”Toward a Curse-of-dimensionality Appropriate (CODA) Asymptotic Theory for Semiparametric Models”. Statistics in Medicine
1997
Cited alongside, same era.
Mallat SG. (1998) ” A Wavelet Tour of Signal Processing
1998
Cited alongside, same era.
van der Vaart, AW (1998). ” Asymptotic Statistics
1998
Cited alongside, same era.
He, X. and Shao, Q.M. (2000). ”On parameters of increasing dimension”. Journal of Multivariate Analysis
2000
Cited alongside, same era.
Newey W., Hsieh F., and Robins JM. (2004) ”Twicing kernels and a small bias property of semiparametric estimators” Econometrica
2004
Later among the works it cites.
Robins JM. (2004) ”Optimal Structural Nested Models for Optimal Sequential Decisions”. in DY Lin and P. Heagerty (Eds.) Proceedings of the Second Seattle Symposium in Biostatistics
2004
Later among the works it cites.
Li L., Tchetgen E., van der Vaart AW, and Robins JM. (2006) ”Robust Inference with Higher Order Inference Functions: Part II.” 2005 JSM Proceedings
2005
Later among the works it cites.
Tchetgen E., Li L., van der Vaart AW, and Robins JM. (2006) ”Robust Inference with Higher Order Inference Functions: Part I.” 2005 JSM Proceedings
2005
Later among the works it cites.
Robins J.M, van der Vaart AW. (2006) ” Adaptive Nonparametric Confidence Sets”. Annals of statistics
2006
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Robins JM, Rotnitzky A. (2001).Comment on the Bickel and Kwon article, ”Inference for semiparametric models: Some questions and an answer” Statistica Sinica, 11(4):920-936. [”On Double Robustness.”]
2001
Cited alongside, same era.
Arellano M. (2003) ” Panel Data Econometrics”
2003
Cited alongside, same era.
Bickel P., and Ritov Y. (2003) ”Nonparametric estimators which can be ”plugged-in”. Annals of Statist
2003
Cited alongside, same era.
van der Laan M and Dudoit S.(2003). Asymptotics of Cross-Validated Risk Estimation in Estimator Selection and Performance Assessment. Technical report
2003
Cited alongside, same era.
van der Laan M, and Robins JM. (2003) ” Unified Methods for Censored Longitudinal Data and Causality”
2003
Cited alongside, same era.
Later among the works it cites.
Wang, L., Brown, L. D., Cai, T. Levine, M. (2006). ”Effect of mean on variance function estimation in nonparametric regression”. Technical Report
2006
Later among the works it cites.
Cai, T., Levine, M. Wang, L. (2006) ”Variance function estimation in multivariate nonparametric regression”. Technical Report
2006
Later among the works it cites.
Robins J.M, Li L, Tchetgen Eric, van der Vaart AW (2007), ”Asymptotic Normality of Degenerate U-statistics”. Working paper
2007
Later among the works it cites.
Tchetgen E., Li L., van der Vaart AW, and Robins JM. (2007) ”Higher Order U-statistics Estimators for Longitudinal Missing Data and Causal Inference Models”. working paper
2007
Later among the works it cites.
Robins JM, Li L, Tchetgen E, van der Vaart A. (2008). Higher order influence functions and minimax estimation of nonlinear functionals. Probability and Statistics: Essays in Honor of David A. Freedman 2:335-421
2008
Later among the works it cites.