Len Stefanski

Assessing Tuning Parameter Selection Variability in Penalized Regression

TECHNOMETRICS, 61(2), 154–164.

Nonparametric independence screening via favored smoothing bandwidth

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 197, 1–14.

Interactive Q-Learning for Quantiles

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 112(518), 638–649.

Variable Selection in Kernel Regression Using Measurement Error Selection Likelihoods

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 112(520), 1587–1597.

Automatic structure recovery for additive models

BIOMETRIKA, 102(2), 381–395.

iqLearn: Interactive Q-Learning in R

Journal of Statistical Software, 64(1).

The Work of Raymond J. Carroll

Bias Reduction in Logistic Regression with Estimated Variance Predictors

In ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers (pp. 33–51).

Efficient Robust Regression via Two-Stage Generalized Empirical Likelihood

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(502), 644–655.

Essential statistical inference: Theory and methods

New York: Springer.

Moment adjusted imputation for multivariate measurement error data with applications to logistic regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 67, 15–24.

Variable Selection in Nonparametric Classification Via Measurement Error Model Selection Likelihoods

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 109(506), 574–589.

Corrected-loss estimation for quantile regression with covariate measurement errors

BIOMETRIKA, 99(2), 405–421.

A Moment-Adjusted Imputation Method for Measurement Error Models

BIOMETRICS, 67(4), 1461–1470.

FSR methods for second-order regression models

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 55(6), 2026–2037.

P-Value Precision and Reproducibility

AMERICAN STATISTICIAN, 65(4), 213–221.

Regression-assisted deconvolution

STATISTICS IN MEDICINE, 30(14), 1722–1734.

Density Estimation with Replicate Heteroscedastic Measurements

ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 63(1), 81–99.

Latent-Model Robustness in Joint Models for a Primary Endpoint and a Longitudinal Process

BIOMETRICS, 65(3), 719–727.

Orthology-based multilevel modeling of differentially expressed mouse and human gene pairs

Statistical Applications in Genetics and Molecular Biology, 8(1).

Robust time series analysis via measurement error modeling

Statistica Sinica, 19(3), 1263–1280.

Characterizing ammonia emissions from swine farms in eastern North Carolina: Part 2 - Potential environmentally superior technologies for waste treatment

JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 58(9), 1145–1157.

Characterizing ammonia emissions from swine farms in eastern north carolina: Part 1-conventional lagoon and spray technology for waste treatment

JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 58(9), 1130–1144.

Fast FSR Variable Selection with Applications to Clinical Trials

BIOMETRICS, 65(3), 692–700.

The North Carolina lottery coincidence

AMERICAN STATISTICIAN, 62(2), 130–134.

Controlling variable selection by the addition of pseudovariables

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 102(477), 235–243.

Factors regulating cheese shreddability

JOURNAL OF DAIRY SCIENCE, 90(5), 2163–2174.

Residual (sur)realism

AMERICAN STATISTICIAN, 61(2), 163–177.

A Multivariate two-sample mean test for small sample size and missing data

BIOMETRICS, 62(3), 877–885.

Latent-model robustness in structural measurement error models

BIOMETRIKA, 93(1), 53–64.

Measurement error in nonlinear models: A modern perspective. (2nd ed.)

Tuning variable selection procedures by adding noise

Technometrics, 48(2), 165–175.

Comparative responses of container- versus ground-grown soybean to elevated carbon dioxide and ozone

CROP SCIENCE, 45(3), 883–895.

Estimating a nonlinear function of a normal mean

BIOMETRIKA, 92(3), 732–736.

A statistical analysis of creaming variables impacting process cheese melt quality

JOURNAL OF FOOD QUALITY, 26(4), 299–321.

Estimating patch occupancy when patches are incompletely surveyed

Insect Biochemistry and Molecular Biology, 2543, 1–20.

Corrected score estimation via complex variable simulation extrapolation

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 97(458), 472–481.

Empirical simulation extrapolation for measurement error models with replicate measurements

STATISTICS & PROBABILITY LETTERS, 59(3), 219–225.

The calculus of M-estimation

AMERICAN STATISTICIAN, 56(1), 29–38.

Statistical estimation of ozone exposure metrics

ATMOSPHERIC ENVIRONMENT, 35(26), 4499–4510.

Measurement error models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 95(452), 1353–1358.

Relationships between ambient ozone regimes and white clover forage production using different ozone exposure indexes

ATMOSPHERIC ENVIRONMENT, 34(5), 735–744.

Influence of daily carbon dioxide exposure duration and root environment on soybean response to elevated carbon dioxide

JOURNAL OF ENVIRONMENTAL QUALITY, Vol. 28, pp. 666–675.

Regression depth - Comment

Carroll, R. J., Ruppert, D., & Stefanski, L. A. (1999, June). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 94, pp. 410–411.

Use of simulation-extrapolation estimation in catch-effort analyses

CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 56(7), 1234–1240.

Relative-error prediction

STATISTICS & PROBABILITY LETTERS, 40(3), 227–236.

Effects of measurement error on catch-effort estimation

CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 54(4), 898–906.

Measurement error in nonlinear models

London; New York: Chapman & Hall.

Estimate of methane emissions from U.S. landfills: Project summary

Research Triangle Park, NC: U.S. Environmental Protection Agency, Air and Energy Engineering Research Laboratory.