Publications by Nancy E. Heckman
2019
. Model-based curve registration via stochastic approximation EM algorithm. Computational Statistics and Data Analysis [Internet]. 2019;131. https://arxiv.org/abs/1712.07265
2018
. Variation and evolution of function-valued traits. Annual Review of Ecology, Evolution, and Systematics. 2018;49(1).
2017
. Pre-averaged kernel estimators for the drift function of a diffusion process in the presence of microstructure noise. Statistical Inference for Stochastic Processes. 2017;20(2).
. Analysis of Aggregated Functional Data from Mixed Populations with Application to Energy Consumption. Environmetrics. 2017; 28(2).
. Switching nonparametric regression models for multi-curve data. Canadian Journal of Statistics [Internet]. 2017;45:442–460. http://dx.doi.org/10.1002/cjs.11331
2016
. Rapid adaptive evolution of colour vision in the threespine stickleback radiation. Proceedings of the Royal Society of London B: Biological Sciences [Internet]. 2016;283. http://rspb.royalsocietypublishing.org/content/283/1830/20160242
2015
. 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.
. 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
. 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.
. 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.
. Practical Suggestions for Developing as an Academic Leader. In Leadership and Women in Statistics. Chapman and Hall; 2014.
. Prinsimp. R JOURNAL. WIRTSCHAFTSUNIVERSITAT, INST STATISTICS & MATHEMATICS, AUGASSE 2-6, WIEN, 1090, AUSTRIA: R FOUNDATION STATISTICAL COMPUTING; 2014;6:27-42.
2013
. VISUALIZING GENETIC CONSTRAINTS. ANNALS OF APPLIED STATISTICS. 3163 SOMERSET DR, CLEVELAND, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2013;7:860-882.
. 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
. 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
. Genetics and evolution of function-valued traits: understanding environmentally responsive phenotypes. Trends Ecol. Evol. (Amst.). 2012;27:637–647.
2008
. 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
. 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
. 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
. Local linear extrapolation. JOURNAL OF NONPARAMETRIC STATISTICS. 4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND: TAYLOR & FRANCIS LTD; 2003;15:565-578.
. Functional data analysis in evolutionary biology. In: . 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
. 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
. 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
. 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.
. Comparing the shapes of regression functions. BIOMETRIKA. UNIV COLLEGE LONDON GOWER ST-BIOMETRIKA OFFICE, LONDON, ENGLAND WC1E 6BT: BIOMETRIKA TRUST; 2000;87:135-144.
. 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
. Line transects of two-dimensional random fields: Estimation and design. Canadian Journal of Statistics. Wiley Online Library; 1997;25:481–501.
1996
. 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
. 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
. Sexual selection when the female directly benefits. Biological Journal of the Linnean Society. Wiley Online Library; 1993;48:187–211.
1992
. A note on generalized cross-validation with replicates. Statistics & probability letters. Elsevier; 1992;14:283–287.
. Bump hunting in regression analysis. Statistics & probability letters. Elsevier; 1992;14:141–152.
1991
. Minimax Bayes Estimation, Penalized Likelihood Methods, and Restricted Minimax Estimation. In Nonparametric Functional Estimation and Related Topics. Springer; 1991. pp. 339–346.
. Minimax Bayes estimation in nonparametric regression. The Annals of Statistics. JSTOR; 1991;:2003–2014.
1989
. 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
. 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
. 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
. 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.
. 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
. 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.
. 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.