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Selected Preprints and Publications

I. W. McKeague and M. Qian (2015)

*An Adaptive Resampling Test for Detecting
the Presence of Significant Predictors*

Journal of the American Statistical Association, 110 1422-1433.

JASA-T&M Special Invited Paper for 2015 (with discussion).
[pdf of paper] [pdf of rejoinder]

I. W. McKeague and B. Levin (2015)

* Convergence of Empirical Distributions in an Interpretation of Quantum Mechanics *

Annals of Applied Probability (in press)
[arXiv]

I. W. McKeague (2015)

* Central Limit Theorems under Special Relativity*

Statistics and Probability Letters, 99, 149-155 (2015)
[pdf of preprint]

I. W. McKeague, A. S. Brown, Y. Bao, S. Hinkka-Yli-Salomaki, J. Huttunen, Sourander, A. (2015)

* Autism with Intellectual Disability Related to Dynamics of Head Circumference Growth during Early Infancy *

Biological Psychiatry, 77, 833-840 (2015).
[pdf] [supplement]

H. El Barmi and I. W. McKeague (2015)

* Testing for Uniform Stochastic Ordering via Empirical Likelihood. *

Annals of the Institute of Mathematical Statistics (in press)
[pdf]

I. W. McKeague and M. Qian (2014)

* Estimation of Treatment Policies based on Functional Predictors *

Statistica Sinica, 24, 1461-1485 (2014)
[pdf]

Z. Li and I. W. McKeague (2013)

* Power and Sample Size Calculations for Generalized Estimating Equations via Local Asymptotics *

Statistica Sinica, 23, 231-250 (2013).
[pdf] [supplement]

H. El Barmi and I. W. McKeague (2013)

* Empirical Likelihood Based Tests for Stochastic Ordering*

Bernoulli, 19, 295-307 (2013).
[pdf]

M. A. A. Boon, J. H. J. Einmahl and I. W. McKeague (2013)

* Visualizing Multiple Quantile Plots *

Journal of Computational and Graphical Statistics, 22, 69-78.
[pdf]

Lopez-Pintado, S. and McKeague, I. W. (2013)

* Recovering Gradients from Sparsely Observed
Functional Data *

Biometrics, 69, 396-404 (2013).
[pdf] [pdf of preprint]

R package. growthrate: Bayesian reconstruction of growth velocity (version 1.3) [on CRAN]

I. W. McKeague, S. Lopez-Pintado, M. Hallin and M. Siman (2011)

* Analyzing Growth Trajectories *

Journal of Developmental Origins of Health and Disease, 2, 322-329 (2011)
[pdf]

McKeague, I. W. and Sen, B. (2010)

* Fractals with Point Impact in Functional
Linear Regression *

Annals of Statistics, 38, 2559-2586.
[pdf]

Lindquist, M. A. and McKeague, I. W. (2009)

* Logistic Regression with Brownian-like Predictors *

Journal of the American Statistical Association, 104, 1575-1585.
[pdf]

Herbei, R. and McKeague, I. W. (2009)

* Hybrid Samplers for Ill-posed Inverse Problems.
*

Scandinavian Journal of Statistics, 36, 839-853.
[pdf]

Hjort, N. L., McKeague, I. W. and I. Van Keilegom (2009)

* Extending the Scope of Empirical Likelihood *

Annals of Statistics, 37, 1079-1111.
[pdf]

Sun, Y, Gilbert, P. B. and I. W. McKeague (2009)

* Proportional Hazards Models with Continuous Marks*

Annals of Statistics, 37, 394-426.
[pdf]

Herbei, R., McKeague, I. W. and Speer, K. (2008)

* Gyres and Jets: Inversion of Tracer Data for Ocean Circulation Structure.
*

Journal of Physical Oceanography, 38, 1180-1202.
[pdf]

Banerjee, M. and McKeague, I. W. (2007)

* Estimating Optimal Step-function Approximations
to Instantaneous Hazard Rates*

Bernoulli, 13, 279-299.
[pdf]

Banerjee, M. and McKeague, I. W. (2007)

* Confidence Sets for Split Points
in Decision Trees *

Annals of Statistics, 35, 543-574.
[pdf]

McKeague, I. W. and Y. Zhao (2006)

* Width-Scaled Confidence Bands
for Survival Functions.*

Statistics and Probability Letters, 76, 327-339.
[pdf]

McKeague, I. W., Nicholls, G., Speer, K. and R. Herbei (2005)

* Statistical Inversion of South Atlantic Circulation
in an Abyssal Neutral Density Layer *

Journal of Marine Research, 63, 683-704.
[pdf]

McKeague, I. W.
(2005)

* A Statistical Model for Signature Verification *

Journal of the American Statistical Association, 100, 231-241 (2005).
[pdf]

Bunea, F. and McKeague, I. W. (2005)

* Covariate Selection for Semiparametric
Hazard Function Regression Models. *

Journal of Multivariate Analysis, 92, 186-204.
[pdf]

A. Antoniadis, G. Gregoire and McKeague, I. W. (2004)

* Bayesian Estimation in Single-Index Models. *

Statistica Sinica, 14, 1147-1164.
[pdf]

Workshop on Empirical Likelihood Methods in Survival
Analysis, Louvain-la-Neuve, Belgium, May 2002.

[pdf]

McKeague, I. W. and Y. Zhao.
(2002)

* Simultaneous Confidence Bands for Ratios of Survival Functions via
Empirical Likelihood. *

Statistics and Probability Letters, 60, 405-415.
[Postscript]

Talk at WNAR/IMS Meeting, University
of California, Los Angeles, June 2002.

*Comparison of Treatments via Empirical Likelihood*

[pdf]

Talk at Eighth Summer Workshop,
New Zealand Mathematics Research Institute,
Napier, January 2002.

* Illustrations of MCMC in Nonlinear Regression, Survival
Analysis and Spatial Statistics*

[pdf]

Talk at Harvard School of Public Health, December 2001.

* Comparison of Treatments and
Competing Risks in Clinical Trials. *

[pdf]

Gilbert, P. B., McKeague, I. W. and Sun, Y.

* Tests for Comparing Mark-Specific
Hazards and Cumulative Incidence Functions. *

Lifetime Data Analysis, 10, 5-28 (2004).
[pdf]
[Abstract]

Einmahl, J. H. J. and McKeague, I. W.

* Empirical Likelihood based Hypothesis Testing. *

Bernoulli, 9, 267-290 (2003).
[pdf]

Niu, X-F., McKeague, I. W. and Elsner, J. B.
(2003).

* Seasonal Space-Time Models for Climate Systems.*

Statistical Inference for Stochastic Processes 6, 111-133.
[PostScript]

McKeague, I. W. and Loizeaux, M. A.

* Perfect Sampling for Point Process Cluster Modelling.
*

Chapter 5 of Spatial Cluster Modelling
(A. Lawson and D. Denison, eds.), Chapman and Hall (2002), pages 87-107.
[PostScript]

Loizeaux, M. A. and McKeague, I. W.

* Perfect Sampling for Posterior Landmark Distributions
with an Application to the Detection of Disease Clusters.*

IMS Lecture Notes - Monograph Series, Vol. 37, 321-331 (2001).
[PostScript]
[Abstract]

McKeague, I. W., Gilbert, P. B. and Kanki, P.

* Omnibus Tests for Comparison of Competing Risks
with Adjustment for Covariate Effects. *

Biometrics, 57, 818-828 (2001).
[PostScript]
[Abstract]

McKeague, I. W., Subramanian, S. and Sun, Y.

* Median Regression and the Missing Information Principle. *

Journal of Nonparametric Statistics, 13, 709-727 (2001).
[PostScript]
[Abstract]

Amir, C. and McKeague, I. W.
(August 2000)

* Identifying a Time-dependent Covariate Effect in the
Additive Risk Model. *

[PostScript]
[Abstract]

McKeague, I. W. and Tighiouart, M.

* Bayesian Estimators for Conditional Hazard Functions.*

Biometrics, 56, 1007-1015 (2000).
[PostScript]
[Abstract]

McKeague, I. W. and Wefelmeyer, W.

* Markov Chain Monte Carlo and Rao-Blackwellization.*

Statistical Planning and Inference, 85, 171-182 (2000).
[PostScript]
[Abstract]

Einmahl, J. H. J. and McKeague, I. W.

* Confidence Tubes for Multiple Quantile
Plots via Empirical Likelihood. *

The Annals of Statistics, 27, 1348-1367 (1999).
[pdf]
[Abstract]

Greenwood, P. E., McKeague, I. W. and Wefelmeyer, W.

* Von Mises Type Statistics for Single Site Updated Local Interaction Random Fields.*

Statistica Sinica, 9, 699-712 (1999).
[PostScript]
[Abstract]

Greenwood, P. E., McKeague, I. W. and Wefelmeyer, W.

* Information Bounds for Gibbs Samplers. *

The Annals of Statistics, 26, 2128-2156 (1998).
[PostScript]
[Abstract]

Laan, M. van der, and McKeague, I. W.
(1996)

* Efficient Estimation from Right-Censored Data when Failure Indicators are Missing at Random.*

The Annals of
Statistics, 26, 164-182 (1998).
[PostScript]
[Abstract]

McKeague, I. W. and Subramanian, S.

* Product-Limit Estimators and Cox Regression with Missing Cause-of-Failure Information.*

Scandinavian Journal of
Statistics, 25, 589-601 (1998).
[PostScript]
[Abstract]

Hollander, M., McKeague, I. W. and Yang, J.

* Likelihood Ratio-Based Confidence Bands for Survival Functions.*

Journal of the American Statistical Association,
92, 215-226 (1997).
[Abstract]

Greenwood, P. E., McKeague, I. W. and Wefelmeyer, W.

* Outperforming the Gibbs Sampler Empirical Estimator for Nearest Neighbor Random Fields.*

The Annals of Statistics, 24, 1433-1456 (1996).
[Abstract]

McKeague, I. W. and Sun, Y.

* Transformations of Gaussian Random Fields to Brownian Sheet
and Nonparametric Change-point Tests.*

Statistics and Probability Letters, 28, 311-319 (1996).

Li, G., Hollander, M., McKeague, I. W. and Yang, J.

* Nonparametric Likelihood Ratio Confidence Bands
for Quantile Functions from Incomplete Survival Data.*

The Annals of Statistics, 24, 628-640 (1996).

McKeague, I. W. and Sun, Y.

* Towards an Omnibus Distribution-free
Goodness-of-fit Test for the Cox Model.*

Statistica Sinica, 6, 579-588 (1996).

McKeague, I. W. and Utikal, K. J. (1990).

* Stochastic Calculus as a Tool in Survival Analysis: A Review.*
[pdf of preprint]

Applied Mathematics and Computation, 38,
23-49 (1990).

McKeague, I. W.

* Asymptotic Theory for Weighted Least Squares Estimators in
Aalen's Additive Risk Model.*
[pdf]

Contemporary Mathematics, 80, 139-152 (1988).

Huffer, F. W. and McKeague, I. W. (1987).

* Survival Analysis using Additive Risk Models.*
[pdf of preprint]

Subsequently appeared in revised form as:

* Weighted Least Squares
Estimation for Aalen's Additive Risk Model*

Journal of the American Statistical Association, 86, 114-129 (1991).