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Publications by Nancy E. Heckman

In Press

Lee W, Greenwood P, Heckman N, Wefelmeyer W. Pre-averaged kernel estimators for the drift function of a diffusion process in the presence of microstructure noise. Statistical Inference for Stochastic Processes. In Press;.
Lenzi A, de Souza CPE, Dias R, Garcia NL, Heckman NE. Analysis of Aggregated Functional Data from Mixed Populations with Application to Energy Consumption. Environmetrics. In Press;.

2015

Lei E, Yao F, Heckman N, Meyer K. Functional Data Model for Genetically Related Individuals With Application to Cow Growth. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 732 N WASHINGTON ST, ALEXANDRIA, VA 22314-1943 USA: AMER STATISTICAL ASSOC; 2015;24:756-770.
Kingsolver JG, Heckman N, Zhang J, Carter PA, Knies JL, Stinchcombe JR, et al. Genetic Variation, Simplicity, and Evolutionary Constraints for Function-Valued Traits. AMERICAN NATURALIST. 1427 E 60TH ST, CHICAGO, IL 60637-2954 USA: UNIV CHICAGO PRESS; 2015;185:E166-E181.

2014

Zhang J, Heckman N, Cubranic D, Kingsolver JG, Gaydos T, Marron JS. Prinsimp. R JOURNAL. WIRTSCHAFTSUNIVERSITAT, INST STATISTICS & MATHEMATICS, AUGASSE 2-6, WIEN, 1090, AUSTRIA: R FOUNDATION STATISTICAL COMPUTING; 2014;6:27-42.
de Souza CPE, Heckman NE. Switching nonparametric regression models. JOURNAL OF NONPARAMETRIC STATISTICS. 4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND: TAYLOR & FRANCIS LTD; 2014;26:617-637.
Bonner SJ, Newlands NK, Heckman NE. Modeling regional impacts of climate teleconnections using functional data analysis. ENVIRONMENTAL AND ECOLOGICAL STATISTICS. VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS: SPRINGER; 2014;21:1-26.

2013

Gaydos TL, Heckman NE, Kirkpatrick M, Stinchcombe JR, Schmitt J, Kingsolver J, et al. VISUALIZING GENETIC CONSTRAINTS. ANNALS OF APPLIED STATISTICS. 3163 SOMERSET DR, CLEVELAND, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2013;7:860-882.
Heckman N, Lockhart R, Nielsen JD. Penalized regression, mixed effects models and appropriate modelling. ELECTRONIC JOURNAL OF STATISTICS. 3163 SOMERSET DR, CLEVELAND, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2013;7:1517-1552.

2012

Heckman N. The theory and application of penalized methods or Reproducing Kernel Hilbert Spaces made easy. Statist. Surv. [Internet]. The American Statistical Association, the Bernoulli Society, the Institute of Mathematical Statistics, and the Statistical Society of Canada; 2012;6:113–141. http://dx.doi.org/10.1214/12-SS101
Stinchcombe JR, Kirkpatrick M, Beder J, Carter PA, Gilchrist GW, Gervini D, et al. Genetics and evolution of function-valued traits: understanding environmentally responsive phenotypes. Trends Ecol. Evol. (Amst.). 2012;27:637–647.

2008

Griswold CK, Gomulkiewicz R, Heckman N. Hypothesis testing in comparative and experimental studies of function-valued traits. EVOLUTION. 9600 GARSINGTON RD, OXFORD OX4 2DQ, OXON, ENGLAND: BLACKWELL PUBLISHING; 2008;62:1229-1242.

2007

Ghement IR, Heckman NE, A. Petkau J. Seasonal confounding and residual correlation in analyses of health effects of air pollution. ENVIRONMETRICS. THE ATRIUM, SOUTHERN GATE, CHICHESTER PO19 8SQ, W SUSSEX, ENGLAND: JOHN WILEY & SONS LTD; 2007;18:375-394.

2004

Gijbels I, Heckman N. Nonparametric testing for a monotone hazard function via normalized spacings. JOURNAL OF NONPARAMETRIC STATISTICS. 4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND: TAYLOR & FRANCIS LTD; 2004;16:463-477.

2003

Li XC, Heckman NE. Local linear extrapolation. JOURNAL OF NONPARAMETRIC STATISTICS. 4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND: TAYLOR & FRANCIS LTD; 2003;15:565-578.
Heckman NE. Functional data analysis in evolutionary biology. In: Akritas MG, Politis DN. RECENT ADVANCES AND TRENDS IN NONPARAMETRIC STATISTICS. SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2003. pp. 49-60.

2002

Hall P, Heckman NE. Estimating and depicting the structure of a distribution of random functions. BIOMETRIKA. UNIV COLLEGE LONDON GOWER ST-BIOMETRIKA OFFICE, LONDON WC1E 6BT, ENGLAND: BIOMETRIKA TRUST; 2002;89:145-158.

2001

Harezlak J, Heckman NE. CriSP: A tool for bump hunting. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 1429 DUKE ST, ALEXANDRIA, VA 22314 USA: AMER STATISTICAL ASSOC; 2001;10:713-729.

2000

Heckman NE, Ramsay JO. Penalized regression with model-based penalties. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE. 675 DENBURY AVENUE, OTTAWA, ON K2A 2P2, CANADA: CANADIAN JOURNAL STATISTICS; 2000;28:241-258.
Heckman NE, Zamar RH. Comparing the shapes of regression functions. BIOMETRIKA. UNIV COLLEGE LONDON GOWER ST-BIOMETRIKA OFFICE, LONDON, ENGLAND WC1E 6BT: BIOMETRIKA TRUST; 2000;87:135-144.
Hall P, Heckman NE. Testing for monotonicity of a regression mean by calibrating for linear functions. ANNALS OF STATISTICS. IMS BUSINESS OFFICE-SUITE 7, 3401 INVESTMENT BLVD, HAYWARD, CA 94545 USA: INST MATHEMATICAL STATISTICS; 2000;28:20-39.

1997

Heckman N, Rice J. Line transects of two-dimensional random fields: Estimation and design. Canadian Journal of Statistics. Wiley Online Library; 1997;25:481–501.

1996

Heckman NE, Li B. Nonparametric tests for bounds on the derivative of a regression function. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS. SPUIBOULEVARD 50, PO BOX 17, 3300 AA DORDRECHT, NETHERLANDS: KLUWER ACADEMIC PUBL; 1996;48:315-336.

1995

Fan J, Heckman NE, Wand MP. Local polynomial kernel regression for generalized linear models and quasi-likelihood functions. Journal of the American Statistical Association. Taylor & Francis Group; 1995;90:141–150.

1993

Price T, Schluter D, Heckman NE. Sexual selection when the female directly benefits. Biological Journal of the Linnean Society. Wiley Online Library; 1993;48:187–211.

1992

Gu C, Heckman N, Wahba G. A note on generalized cross-validation with replicates. Statistics & probability letters. Elsevier; 1992;14:283–287.
Heckman NE. Bump hunting in regression analysis. Statistics & probability letters. Elsevier; 1992;14:141–152.

1991

Heckman NE. Minimax Bayes Estimation, Penalized Likelihood Methods, and Restricted Minimax Estimation. In Nonparametric Functional Estimation and Related Topics. Springer; 1991. pp. 339–346.
Heckman NE, Woodroofe M. Minimax Bayes estimation in nonparametric regression. The Annals of Statistics. JSTOR; 1991;:2003–2014.

1989

KIRKPATRICK M, Heckman N. A QUANTITATIVE GENETIC MODEL FOR GROWTH, SHAPE, REACTION NORMS, AND OTHER INFINITE-DIMENSIONAL CHARACTERS. JOURNAL OF MATHEMATICAL BIOLOGY. 175 FIFTH AVE, NEW YORK, NY 10010: SPRINGER VERLAG; 1989;27:429-450.

1988

Heckman NE. MINIMAX ESTIMATES IN A SEMIPARAMETRIC MODEL. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 1429 DUKE ST, ALEXANDRIA, VA 22314: AMER STATISTICAL ASSOC; 1988;83:1090-1096.

1987

Heckman NE. ROBUST DESIGN IN A 2 TREATMENT COMPARISON IN THE PRESENCE OF A COVARIATE. JOURNAL OF STATISTICAL PLANNING AND INFERENCE. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 1987;16:75-81.

1986

Heckman NE. SPLINE SMOOTHING IN A PARTLY LINEAR-MODEL. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL. 108 COWLEY RD, OXFORD, OXON, ENGLAND OX4 1JF: BLACKWELL PUBL LTD; 1986;48:244-248.
Heckman NE. REPEATED SIGNIFICANCE TESTS WITH BIASED COIN ALLOCATION SCHEMES. PROBABILITY THEORY AND RELATED FIELDS. 175 FIFTH AVE, NEW YORK, NY 10010: SPRINGER VERLAG; 1986;73:627-635.

1985

Heckman NE. A LOCAL LIMIT-THEOREM FOR A BIASED COIN DESIGN FOR SEQUENTIAL-TESTS. ANNALS OF STATISTICS. IMS BUSINESS OFFICE-SUITE 6 3401 INVESTMENT BLVD, HAYWARD, CA 94545: INST MATHEMATICAL STATISTICS; 1985;13:785-788.
Heckman NE. A SEQUENTIAL PROBABILITY RATIO TEST USING A BIASED COIN DESIGN. ANNALS OF STATISTICS. IMS BUSINESS OFFICE-SUITE 6 3401 INVESTMENT BLVD, HAYWARD, CA 94545: INST MATHEMATICAL STATISTICS; 1985;13:789-794.