Keyword

bandwidth selection

Description: The choice of a smoothing bandwidth parameter in kernel density estimation, regression, and other nonparametric statistical methods.

Primary topic: Statistical Methods and Inference (30%)

OpenAlex ID: keywords/bandwidth-selection

Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models

2010 · Simon N. Wood · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 7,574

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Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

1988 · William S. Cleveland, Susan J. Devlin · Journal of the American Statistical Association · 5,754

Spline Models for Observational Data.

1991 · Hans-Georg Muller, Grace Wahba · Journal of the American Statistical Association · 4,928

Spline Models for Observational Data

1990 · Grace Wahba · Society for Industrial and Applied Mathematics eBooks · 4,183

Kernel Methods for Estimating the Utilization Distribution in Home‐Range Studies

1989 · B. J. Worton · Ecology · 4,181

Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation

1991 · Donald W. K. Andrews · Econometrica · 4,037

Multivariate Density Estimation

1992 · David W. Scott · Wiley series in probability and statistics · 3,720

Smoothing noisy data with spline functions

1978 · Peter Craven, Grace Wahba · Numerische Mathematik · 3,400

Generalized Additive Models

2014 · Trevor Hastie, R. Tibshirani · Wiley StatsRef: Statistics Reference Online · 3,156

Robust Nonparametric Confidence Intervals for Regression-Discontinuity Designs

2014 · Sebastian Calonico, Matias D. Cattaneo, et al. · Econometrica · 3,027

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Kernel Smoothing

1995 · M. P. Wand, M. C. Jones · Springer eBooks · 2,666

A Reliable Data-Based Bandwidth Selection Method for Kernel Density Estimation

1991 · S. J. Sheather, M. C. Jones · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2,641

Applied nonparametric regression

1991 · Choice Reviews Online · 2,580

Applied Nonparametric Regression

1990 · Wolfgang Härdle · Cambridge University Press eBooks · 2,459

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

2011 · G. Imbens, K. Kalyanaraman · The Review of Economic Studies · 2,134

Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models

2004 · Simon N Wood · Journal of the American Statistical Association · 2,014

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Kernel density estimation via diffusion

2010 · Z. I. Botev, J. F. Grotowski, et al. · The Annals of Statistics · 1,687

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An Evaluation of the Accuracy of Kernel Density Estimators for Home Range Analysis

1996 · D. Erran Seaman, Roger A. Powell · Ecology · 1,671

Smoothing noisy data with spline functions

1975 · Grace Wahba · Numerische Mathematik · 1,443

Multiscale Geographically Weighted Regression (MGWR)

2017 · A. Stewart Fotheringham, Wenbai Yang, et al. · Annals of the American Association of Geographers · 1,379

Smoothing Methods in Statistics

1997 · Brian S. Yandell, J. S. Simonoff · Technometrics · 1,294

A Brief Survey of Bandwidth Selection for Density Estimation

1996 · M. C. Jones, J. S. Marron, et al. · Journal of the American Statistical Association · 1,282

Design-adaptive Nonparametric Regression

1992 · Jianqing Fan · Journal of the American Statistical Association · 1,274

Smoothing Methods in Statistics

1996 · Jeffrey S. Simonoff · Springer series in statistics · 1,259

Smoothing Parameter Selection in Nonparametric Regression Using an Improved Akaike Information Criterion

1998 · Clifford M. Hurvich, Jeffrey S. Simonoff, et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1,243

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Works count: 7,911

Citation count: 219,500