94 entries from Current Index to Statistics, Sept 1, 2008 @inproceedings{Wahb:pres:2007, author = {Wahba, Grace}, title = {President's Invited Address: {R}egularization Methods in Statistical Model Building: {S}tatisticians, Computer Scientists, Classification and Machine Learning}, year = {2007}, booktitle = {ASA Proceedings of the Joint Statistical Meetings}, publisher = {American Statistical Association}, pages = {1--3}, CISid = {289067} } @article{Wahb:edit:2006, author = {Wahba, Grace}, title = {Editorial -- {A} {S}tatistician Thinks about Machine Learning}, year = {2006}, journal = {Statistica Sinica}, volume = {16}, number = {2}, pages = {305--306}, keywords = {special issue on machine learning and data mining}, CISid = {271776} } @article{Lu:Hill:Wahb:Desi:sign:2006, author = {Lu, Fan and Hill, Gary C. and Wahba, Grace and Desiati, Paolo}, title = {Signal Probability Estimation with Penalized Likelihood Method on Weighted Data}, year = {2006}, journal = {Statistica Sinica}, volume = {16}, number = {2}, pages = {459--469}, keywords = {Kullback-Leiber distance; logit function; neutrino signal; nonstandard support vector machine; Simplex method; special issue on machine learning and data mining}, CISid = {271785} } @article{Leng:Lin:Wahb:note:2006, author = {Leng, Chenlei and Lin, Yi and Wahba, Grace}, title = {A Note on the {L}asso and Related Procedures in Model Selection}, year = {2006}, journal = {Statistica Sinica}, volume = {16}, number = {4}, pages = {1273--1284}, keywords = {Consistent model selection; Forward Stagewise regression; Lars; Variable selection}, CISid = {278115} } @inproceedings{Weil:Wahb:Wrig:Lee:Klei:Klei:lass:2006, author = {Weiliang, Shi and Wahba, Grace and Wright, Stephen and Lee, Kristine and Klein, Ronald and Klein, Barbara}, title = {{LASSO}-patternsearch Algorithm with Application to Ophthalmology Data}, year = {2006}, booktitle = {ASA Proceedings of the Joint Statistical Meetings}, publisher = {American Statistical Association}, pages = {1656--1663}, CISid = {273171} } @article{Lee:Lin:Wahb:mult:2004, author = {Lee, Yoonkyung and Lin, Yi and Wahba, Grace}, title = {Multicategory Support Vector Machines: {T}heory and Application to the Classification of Microarray Data and Satellite Radiance Data}, year = {2004}, journal = {Journal of the American Statistical Association}, volume = {99}, number = {465}, pages = {67--81}, keywords = {generalized approximate cross-validation; nonparametric classification method; Quadratic programming; regularization method; Reproducing kernel Hilbert space}, CISid = {248522} } @article{Zhan:Wahb:Lin:Voel:Ferr:Klei:Klei:vari:2004, author = {Zhang, Hao Helen and Wahba, Grace and Lin, Yi and Voelker, Meta and Ferris, Michael and Klein, Ronald and Klein, Barbara}, title = {Variable Selection and Model Building Via Likelihood Basis Pursuit}, year = {2004}, journal = {Journal of the American Statistical Association}, volume = {99}, number = {467}, pages = {659--672}, keywords = {generalized approximate cross-validation; LASSO; monte carlo bootstrap test; nonparametric variable selection; slice modeling; Smoothing spline ANOVA}, CISid = {248572} } @inproceedings{Lu:Hill:Wahb:Desi:stat:2004, author = {Lu, Fan and Hill, G. C. and Wahba, G. and Desiati, P.}, title = {Statistical Computing in Neutrino Signal Detection}, year = {2004}, booktitle = {ASA Proceedings of the Joint Statistical Meetings}, publisher = {American Statistical Association}, pages = {2518--2521}, CISid = {252331} } @inproceedings{Wahb:Lin:Lee:Zhan:opti:2003, author = {Wahba, Grace and Lin, Yi and Lee, Yoonkyung and Zhang, Hao}, title = {Optimal Properties and Adaptive Tuning of Standard and Nonstandard Support Vector Machines}, year = {2003}, booktitle = {Nonlinear Estimation and Classification (Lecture Notes in Statistics 171)}, publisher = {Springer-Verlag Inc}, pages = {129--147}, keywords = {classification and discrimination}, CISid = {281908} } @inproceedings{Lee:Lin:Wahb:mult:2003, author = {Lee, Yoonkyung and Lin, Yi and Wahba, Grace}, title = {Multicategory Support Vector Machines}, year = {2003}, booktitle = {Computing Science and Statistics: Proceedings of the 33rd Symposium on the Interface}, publisher = {Interface Foundation of North America}, pages = {498--512}, keywords = {Classification Methods}, CISid = {282117} } @article{Wahb:Lin:Leng:comm:2002, author = {Wahba, Grace and Lin, Yi and Leng, Chenlei}, title = {Comment on ``{S}pline Adaptation in Extended Linear Models'' ({P}kg: P2-51)}, year = {2002}, journal = {Statistical Science}, volume = {17}, number = {1}, pages = {33--37}, CISid = {236749} } @inproceedings{Wahb:spli:2002, author = {Wahba, Grace}, title = {Splines in Nonparametric Regression}, year = {2002}, booktitle = {Encyclopedia of Environmetrics}, publisher = {John Wiley & Sons}, pages = {2099--2112}, keywords = {generalized additive models; Graphical displays; nonparametric regression model; smoothing in environmental epidemiology; encyclopedia article; Environmetrics}, CISid = {279956} } @inproceedings{Wahb:comb:2002, author = {Wahba, Grace}, title = {Combining Observations with Models: Penalized Likelihood and Related Methods in Numerical Weather Prediction (keynote Address)}, year = {2002}, booktitle = {Computing Science and Statistics: Proceedings of the 32nd Symposium on the Interface}, publisher = {Interface Foundation of North America}, pages = {1--1}, keywords = {keynote address}, CISid = {282025} } @inproceedings{Wahb:an:2002, author = {Wahba, Grace}, title = {An Introduction to Model Building with Reproducing {K}ernel {H}ilbert Spaces with Applications to Biostatistics and Atmospheric Sciences}, year = {2002}, booktitle = {Computing Science and Statistics: Proceedings of the 32nd Symposium on the Interface}, publisher = {Interface Foundation of North America}, pages = {11--12}, keywords = {short courses}, CISid = {282028} } @article{Gao:Wahb:Klei:Klei:smoo:2001, author = {Gao, Fangyu and Wahba, Grace and Klein, Ronald and Klein, Barbara}, title = {Smoothing Spline {ANOVA} for Multivariate {B}ernoulli Observations with Application to Ophthalmology Data}, year = {2001}, journal = {Journal of the American Statistical Association}, volume = {96}, number = {453}, pages = {127--160}, keywords = {Log-linear models; multivariate responses; Odds ratio; Penalized likelihood; Repeated measurements; representers; Reproducing kernel Hilbert space; risk factor estimation; Semiparametric regression; SMOOTHING SPLINE ANALYSIS OF VARIANCE}, CISid = {225410} } @inproceedings{Zhan:Wahb:Lin:Voel:Ferr:Klei:Klei:vari:2001, author = {Zhang, Hao and Wahba, Grace and Lin, Yi and Voelker, Meta and Ferris, Michael and Klein, Ronald and Klein, Barbara}, title = {Variable Selection Via Basis Pursuit for {N}on-{G}aussian Data}, year = {2001}, booktitle = {ASA Proceedings of the Joint Statistical Meetings}, publisher = {American Statistical Association}, pages = {--}, CISid = {222350} } @inproceedings{Wahb:adap:2001, author = {Wahba, G.}, title = {Adaptive Tuning, 4-{D} {V}ar and Representers in {RKHS}}, year = {2001}, booktitle = {State of the Art in Probability and Statistics}, publisher = {Institute of Mathematical Statistics}, pages = {582--592}, keywords = {four dimensional variational data assimulation; Reproducing kernel Hilbert spaces; adaptive tuning of numerical weather prediction models}, CISid = {228513} } @article{Lin:Wahb:Xian:Gao:Klei:Klei:smoo:2000, author = {Lin, Xiwu and Wahba, Grace and Xiang, Dong and Gao, Fangyu and Klein, Ronald and Klein, Barbara}, title = {Smoothing Spline {ANOVA} Models for Large Data Sets with {B}ernoulli Observations and the Randomized {GACV}}, year = {2000}, journal = {The Annals of Statistics}, volume = {28}, number = {6}, pages = {1570--1600}, keywords = {62G07 (MSC2000); 62M30 (MSC2000); 65D15 (MSC2000); 92H25 (MSC2000); 49M15 (MSC2000); 62G07 (MSC2000); 92C60 (MSC2000); 68T05 (MSC2000); 65D07 (MSC2000); 65D10 (MSC2000); 62A99 (MSC2000); 62J07 (MSC2000); 41A63 (MSC2000); 41A15 (MSC2000); Smoothing spline ANOVA; Nonparametric regression; Exponential families; risk factor estimation; Degrees of freedom; representers; Reproducing kernel Hilbert spaces; Penalized likelihood; Nonparametric regression; generalized approximate cross validation}, CISid = {212617} } @article{Dehe:Wahb:caus:1999, author = {Dehejia, Rajeev H. and Wahba, Sadek}, title = {Causal Effects in Nonexperimental Studies: {R}eevaluating the Evaluation of Training Programs}, year = {1999}, journal = {Journal of the American Statistical Association}, volume = {94}, pages = {1053--1062}, keywords = {Applications and Case Studies; Matching; Program evaluation; Propensity score}, CISid = {205363} } @article{Wang:Wahb:comm:1998, author = {Wang, Yuedong and Wahba, Grace}, title = {Comment on ``{S}moothing Spline Models for the Analysis of Nested and Crossed Samples of Curves''}, year = {1998}, journal = {Journal of the American Statistical Association}, volume = {93}, pages = {976--980}, keywords = {Theory and Methods}, CISid = {195295} } @article{Luo:Wahb:John:spat:1998, author = {Luo, Zhen and Wahba, Grace and Johnson, Donald R.}, title = {Spatial-temporal Analysis of Temperature Using Smoothing Spline {ANOVA}}, year = {1998}, journal = {Journal of Climate}, volume = {11}, pages = {18--28}, CISid = {195902} } @article{Wahb:comm:1998, author = {Wahba, G.}, title = {Comment on ``{M}odel Indexing and Smoothing Parameter Selection in Nonparametric Function Estimation''}, year = {1998}, journal = {Statistica Sinica}, volume = {8}, pages = {632--637}, CISid = {199420} } @article{Luo:Wahb:hybr:1997, author = {Luo, Zhen and Wahba, Grace}, title = {Hybrid Adaptive Splines}, year = {1997}, journal = {Journal of the American Statistical Association}, volume = {92}, pages = {107--116}, keywords = {Theory and Methods; Inflated degrees of freedom; Smoothing on the sphere; Spatial adaptability; Regression spline; Smoothing spline; Stepwise regression}, CISid = {185223} } @article{Wang:Wahb:Gu:Klei:Klei:usin:1997, author = {Wang, Yuedong and Wahba, Grace and Gu, Chong and Klein, Ronald and Klein, Barbara}, title = {Using Smoothing Spline {ANOVA} to Examine the Relation of Risk Factors to the Incidence and Progression of Diabetic Retinopathy}, year = {1997}, journal = {Statistics in Medicine}, volume = {16}, pages = {1357--1376}, keywords = {Epidemiology}, CISid = {189947} } @inproceedings{Xian:Wahb:appr:1997, author = {Xiang, Dong and Wahba, Grace}, title = {Approximate Smoothing Spline Methods for Large Data Sets in the Binary Case}, year = {1997}, booktitle = {ASA Proceedings of the Biometrics Section}, publisher = {American Statistical Association}, pages = {94--99}, CISid = {181118} } @article{Xian:Wahb:gene:1996, author = {Xiang, Dong and Wahba, Grace}, title = {A Generalized Approximate Cross Validation for Smoothing Splines with Non-{G}aussian Data}, year = {1996}, journal = {Statistica Sinica}, volume = {6}, pages = {675--692}, keywords = {Kullback-Leibler distance; Penalized likelihood}, CISid = {179716} } @article{Wahb:Wang:Gu:Klei:Klei:smoo:1995, author = {Wahba, Grace and Wang, Yuedong and Gu, Chong and Klein, Ronald and Klein, Barbara}, title = {Smoothing Spline {ANOVA} for Exponential Families, with Application to the {W}isconsin Epidemiological Study of Diabetic Retinopathy : the 1994 {N}eyman Memorial Lecture}, year = {1995}, journal = {The Annals of Statistics}, volume = {23}, number = {6}, pages = {1865--1895}, keywords = {62M30 (MSC1991); 65D15 (MSC1991); 92H25 (MSC1991); 49M15 (MSC1991); 62G07 (MSC1991); 92C60 (MSC1991); 68T05 (MSC1991); 65D07 (MSC1991); 65D10 (MSC1991); 62A99 (MSC1991); 62J07 (MSC1991); 41A63 (MSC1991); 41A15 (MSC1991); Smoothing spline ANOVA; Exponential families; risk factor estimation; Nonparametric regression; Risk factor}, CISid = {164120} } @article{Wahb:comm:1995, author = {Wahba, G.}, title = {Comment on ``{T}he Fast {M}onte {C}arlo Cross-validation and ${C}_{L}$ Procedures: {C}omments, New Results and Application to Image Recovery Problems''}, year = {1995}, journal = {Computational Statistics}, volume = {10}, pages = {249--250}, CISid = {165289} } @article{Wang:Wahb:Chap:Gu:simu:1995, author = {Wang, Yuedong and Wahba, Grace and Chappell, Rick and Gu, Chong}, title = {Simulation Studies of Smoothing Parameter Estimates and {B}ayesian Confidence Intervals in {B}ernoulli {SS} {ANOVA} Models}, year = {1995}, journal = {Communications in Statistics: Simulation and Computation}, volume = {24}, pages = {1037--1059}, CISid = {165558} } @article{Wang:Wahb:boot:1995, author = {Wang, Yuedong and Wahba, Grace}, title = {Bootstrap Confidence Intervals for Smoothing Splines and Their Comparison to {B}ayesian Confidence Intervals}, year = {1995}, journal = {Journal of Statistical Computation and Simulation}, volume = {51}, pages = {263--279}, keywords = {Penalized likelihood}, CISid = {167695} } @article{Wahb:John:Gao:Gong:adap:1995, author = {Wahba, Grace and Johnson, Donald R. and Gao, Feng and Gong, Jianjian}, title = {Adaptive Tuning of Numerical Weather Prediction Models: {R}andomized {GCV} in Three- and Four-dimensional Data Assimilation}, year = {1995}, journal = {Monthly Weather Review}, volume = {11}, pages = {3358--3369}, keywords = {Kalman filter}, CISid = {168229} } @article{Wahb:Wang:beha:1995, author = {Wahba, Grace and Wang, Yuedong}, title = {Behavior near Zero of the Distribution of {GCV} Smoothing Parameter Estimates}, year = {1995}, journal = {Statistics & Probability Letters}, volume = {25}, pages = {105--111}, keywords = {Smoothing spline; Cross-validation}, CISid = {169823} } @article{Bate:Ream:Wahb:gett:1993, author = {Bates, Douglas and Reames, Fred and Wahba, Grace}, title = {Getting Better Contour Plots with {S} and {GCVPACK}}, year = {1993}, journal = {Computational Statistics & Data Analysis}, volume = {15}, pages = {329--342}, keywords = {Spline; Smoothing}, CISid = {147389} } @article{Gu:Wahb:smoo:1993, author = {Gu, Chong and Wahba, Grace}, title = {Smoothing Spline {ANOVA} with Component-wise {B}ayesian ``confidence Intervals''}, year = {1993}, journal = {Journal of Computational and Graphical Statistics}, volume = {2}, pages = {97--117}, CISid = {149272} } @article{Gu:Wahb:semi:1993, author = {Gu, Chong and Wahba, Grace}, title = {Semiparametric Analysis of Variance with Tensor Product Thin Plate Splines}, year = {1993}, journal = {Journal of the Royal Statistical Society, Series B: Statistical Methodology}, volume = {55}, pages = {353--368}, keywords = {Smoothing}, CISid = {149974} } @article{Gu:Heck:Wahb:note:1992, author = {Gu, Chong and Heckman, Nancy and Wahba, Grace}, title = {A Note on Generalized Cross-validation with Replicates}, year = {1992}, journal = {Statistics & Probability Letters}, volume = {14}, pages = {283--287}, keywords = {Smoothing}, CISid = {143400} } @inproceedings{Wahb:mult:1992, author = {Wahba, Grace}, title = {Multivariate Function and Operator Estimation, Based on Smoothing Splines and Reproducing Kernels}, year = {1992}, booktitle = {Nonlinear Modeling and Forecasting}, editor = {Casdagli, Martin and Eubank, Stephen}, publisher = {Addison-Wesley Publishing Co Inc}, pages = {95--112}, CISid = {141560} } @article{Gu:Wahb:comm:1991, author = {Gu, Chong and Wahba, Grace}, title = {Comment on ``{M}ultivariate Adaptive Regression Splines''}, year = {1991}, journal = {The Annals of Statistics}, volume = {19}, pages = {115--123}, CISid = {128027} } @article{Gu:Wahb:mini:1991, author = {Gu, Chong and Wahba, Grace}, title = {Minimizing {GCV}g{GML} Scores with Multiple Smoothing Parameters Via the {N}ewton Method}, year = {1991}, journal = {SIAM Journal on Scientific and Statistical Computing}, volume = {12}, pages = {383--398}, keywords = {Cross-validation; Maximum likelihood}, CISid = {133601} } @book{Wahb:spli:1990, author = {Wahba, Grace}, title = {Spline Models for Observational Data}, year = {1990}, pages = {169}, publisher = {SIAM [Society for Industrial and Applied Mathematics]}, isbn = {0-89871-244-0}, CISid = {125108} } @article{Wahb:comm:1990, author = {Wahba, Grace}, title = {Comments on ``{G}eostatistics'' (89{V}43 P197-202) [{L}etter]}, year = {1990}, journal = {The American Statistician}, volume = {44}, pages = {255--256}, CISid = {119557} } @article{Wahb:Wang:when:1990, author = {Wahba, Grace and Wang, Yonghua}, title = {When Is the Optimal Regularization Parameter Insensitive to the Choice of the Loss Function?}, year = {1990}, journal = {Communications in Statistics: Theory and Methods}, volume = {19}, pages = {1685--1700}, keywords = {Smoothing; Stochastic integral equation}, CISid = {121138} } @article{Chen:Gu:Wahb:comm:1989, author = {Chen, Zehua and Gu, Chong and Wahba, Grace}, title = {Comments on ``{L}inear Smoothers and Additive Models''}, year = {1989}, journal = {The Annals of Statistics}, volume = {17}, pages = {515--522}, CISid = {111843} } @article{Gu:Bate:Chen:Wahb:comp:1989, author = {Gu, Chong and Bates, Douglas M. and Chen, Zehua and Wahba, Grace}, title = {The Computation of Generalized Cross-validation Functions through {H}ouseholder Tridiagonalization with Applications to the Fitting of Interaction Spline Models}, year = {1989}, journal = {SIAM Journal on Matrix Analysis and Applications}, volume = {10}, pages = {457--480}, CISid = {117014} } @inproceedings{Wahb:spli:1989, author = {Wahba, Grace}, title = {Spline Functions}, year = {1989}, booktitle = {Encyclopedia of Statistical Sciences (9 vols. plus Supplement), Volume S}, editor = {Banks, David L. and Read, Campbell B. and Kotz, Samuel}, publisher = {Publisher to be added}, pages = {148--160}, CISid = {113773} } @article{Cox:Koh:Wahb:Yand:test:1988, author = {Cox, Dennis and Koh, Eunmee and Wahba, Grace and Yandell, Brian S.}, title = {Testing the (parametric) Null Model Hypothesis in (semiparametric) Partial and Generalized Spline Models}, year = {1988}, journal = {The Annals of Statistics}, volume = {16}, pages = {113--119}, CISid = {102642} } @article{Shia:Wahb:rate:1988, author = {Shiau, Jyh-Jen Horng and Wahba, Grace}, title = {Rates of Convergence of Some Estimators for a Semiparametric Model}, year = {1988}, journal = {Communications in Statistics: Simulation and Computation}, volume = {17}, pages = {1117--1133}, keywords = {Spline; Smoothing}, CISid = {104423} } @article{Wahb:comm:1988, author = {Wahba, Grace}, title = {Comments on ``{M}onotone Regression Splines in Action''}, year = {1988}, journal = {Statistical Science}, volume = {3}, pages = {456--458}, CISid = {109827} } @inproceedings{Wahb:part:1988, author = {Wahba, G.}, title = {Partial and Interaction Spline Models}, year = {1988}, booktitle = {Bayesian Statistics 3}, editor = {Bernardo, J. M. and DeGroot, M. H. and Lindley, D. V. and Smith, A. F. M.}, publisher = {Clarendon Press [Oxford University Press]}, pages = {479--491}, CISid = {103042} } @inproceedings{Wahb:mult:1988, author = {Wahba, Grace}, title = {Multiple-smoothing Parameters in Semiparametric Multivariate Model Building}, year = {1988}, booktitle = {Computer Science and Statistics: Proceedings of the 20th Symposium on the Interface}, editor = {Wegman, Edward J.}, publisher = {American Statistical Association}, pages = {435--441}, CISid = {107953} } @article{Bate:Lind:Wahb:Yand:gcvp:1987, author = {Bates, Douglas M. and Lindstrom, Mary J. and Wahba, Grace and Yandell, Brian S.}, title = {{GCVPACK}: {R}outines for Generalized Cross Validation}, year = {1987}, journal = {Communications in Statistics: Simulation and Computation}, volume = {16}, pages = {263--297}, keywords = {Smoothing; Penalized likelihood; Ridge regression; Spline}, CISid = {96056} } @article{Vill:Wahb:ineq:1987, author = {Villalobos, Miguel and Wahba, Grace}, title = {Inequality-constrained Multivariate Smoothing Splines with Application to the Estimation of Posterior Probabilities}, year = {1987}, journal = {Journal of the American Statistical Association}, volume = {82}, pages = {239--248}, keywords = {Cross-validation}, CISid = {97085} } @article{Wahb:comm:1987, author = {Wahba, Grace}, title = {Comments on ``{N}on-{G}aussian State-space Modeling of Nonstationary Time Series''}, year = {1987}, journal = {Journal of the American Statistical Association}, volume = {82}, pages = {1055--1056}, CISid = {97192} } @article{Wahb:comm:1986, author = {Wahba, Grace}, title = {Comments on ``{A} Statistical Perspective on Ill-posed Inverse Problems''}, year = {1986}, journal = {Statistical Science}, volume = {1}, pages = {521--522}, CISid = {92361} } @inproceedings{Wahb:part:1986, author = {Wahba, Grace}, title = {Partial and Interaction Spline Models for the Semi Parametric Estimation of Functions of Several Variables}, year = {1986}, booktitle = {ASA Proceedings of the Business and Economic Statistics Section}, publisher = {American Statistical Association}, pages = {85--91}, CISid = {85007} } @inproceedings{Wahb:part:1986, author = {Wahba, Grace}, title = {Partial and Interaction Spline Models for the Semiparametric Estimation of Functions of Several Variables}, year = {1986}, booktitle = {Computer Science and Statistics: Proceedings of the 18th Symposium on the Interface}, editor = {Boardman, Thomas J.}, publisher = {American Statistical Association}, pages = {75--80}, keywords = {GLIM}, CISid = {90752} } @article{Wahb:comm:1985, author = {Wahba, Grace}, title = {Comments on ``{P}rojection Pursuit''}, year = {1985}, journal = {The Annals of Statistics}, volume = {13}, pages = {518--521}, CISid = {77388} } @article{Wahb:comp:1985, author = {Wahba, Grace}, title = {A Comparison of {GCV} and {GML} for Choosing the Smoothing Parameter in the Generalized Spline Smoothing Problem}, year = {1985}, journal = {The Annals of Statistics}, volume = {13}, pages = {1378--1402}, keywords = {Cross-validation; Maximum likelihood}, CISid = {77461} } @article{Wahb:comm:1985, author = {Wahba, Grace}, title = {Comments on ``{S}ome Aspects of the Spline Smoothing Approach to Non-parametric Regression Curve Fitting''}, year = {1985}, journal = {Journal of the Royal Statistical Society, Series B: Methodological}, volume = {47}, pages = {44--44}, CISid = {81204} } @article{Nych:Wahb:Gold:Pugh:cros:1984, author = {Nychka, Douglas and Wahba, Grace and Goldfarb, Stanley and Pugh, Thomas}, title = {Cross-validated Spline Methods for the Estimation of Three-dimensional Tumor Size Distributions from Observations on Two-dimensional Cross Sections}, year = {1984}, journal = {Journal of the American Statistical Association}, volume = {79}, pages = {832--846}, CISid = {72257} } @inproceedings{Wahb:cros:1984, author = {Wahba, Grace}, title = {Cross-validated Spline Methods for the Estimation of Multivariate Functions from Data on Functionals}, year = {1984}, booktitle = {Statistics: An Appraisal}, editor = {David, H. A. and David, H. T.}, publisher = {Iowa State University}, pages = {205--235}, keywords = {Smoothing}, CISid = {75054} } @inproceedings{Wahb:cros:1984, author = {Wahba, Grace}, title = {Cross Validated Spline Methods for Direct and Indirect Sensing Experiments}, year = {1984}, booktitle = {Statistical Signal Processing}, editor = {Wegman, Edward J. and Smith, James G.}, publisher = {Marcel Dekker Inc}, pages = {179--190}, CISid = {75193} } @article{Vill:Wahb:mult:1983, author = {Villalobos, Miguel A. and Wahba, Grace}, title = {Multivariate Thin Plate Spline Estimates for the Posterior Probabilities in the Classification Problem}, year = {1983}, journal = {Communications in Statistics: Theory and Methods}, volume = {12}, pages = {1449--1479}, keywords = {Penalized log-likelihood; Cross-validation}, CISid = {63427} } @article{Wahb:baye:1983, author = {Wahba, Grace}, title = {Bayesian ``confidence Intervals'' for the Cross-validated Smoothing Spline}, year = {1983}, journal = {Journal of the Royal Statistical Society, Series B: Methodological}, volume = {45}, pages = {133--150}, CISid = {65614} } @article{Dyn:Wahb:on:1982, author = {Dyn, Nira and Wahba, Grace}, title = {On the Estimation of Functions of Several Variables from Aggregated Data}, year = {1982}, journal = {SIAM Journal on Mathematical Analysis}, volume = {13}, pages = {134--152}, keywords = {Laplacian histosplines}, CISid = {59685} } @inproceedings{Wahb:cons:1982, author = {Wahba, Grace}, title = {Constrained Regularization for Ill Posed Linear Operator Equations, with Applications in Meteorology and Medicine}, year = {1982}, booktitle = {Statistical Decision Theory and Related Topics III, in two volumes, Volume 2}, editor = {Gupta, Shanti S. and Berger, James O.}, publisher = {Academic Press}, pages = {383--418}, CISid = {60055} } @article{Wahb:data:1981, author = {Wahba, Grace}, title = {Data-based Optimal Smoothing of Orthogonal Series Density Estimates}, year = {1981}, journal = {The Annals of Statistics}, volume = {9}, pages = {146--156}, CISid = {49214} } @article{Wahb:spli:1981, author = {Wahba, Grace}, title = {Spline Interpolation and Smoothing on the Sphere ({C}orr: {V}3 P385-386)}, year = {1981}, journal = {SIAM Journal on Scientific and Statistical Computing}, volume = {2}, pages = {5--16}, CISid = {52950} } @article{Wahb:auto:1980, author = {Wahba, Grace}, title = {Automatic Smoothing of the Log Periodogram}, year = {1980}, journal = {Journal of the American Statistical Association}, volume = {75}, pages = {122--132}, keywords = {Spectral density estimation; Bandwidth; Spline}, CISid = {45341} } @article{Wahb:Wend:some:1980, author = {Wahba, Grace and Wendelberger, James}, title = {Some New Mathematical Methods for Variational Objective Analysis Using Splines and Cross Validation}, year = {1980}, journal = {Monthly Weather Review}, volume = {108}, pages = {1122--1143}, CISid = {46330} } @inproceedings{Wahb:cont:1980, author = {Wahba, Grace}, title = {Continuous Space Series on the Plane and in $d$ Dimensions}, year = {1980}, booktitle = {Time Series}, editor = {Anderson, O. D.}, publisher = {ElseviergNorth-Holland [Elsevier Science Publishing Co., New York; North-Holland Publishing Co., Amsterdam]}, pages = {387--388}, CISid = {47871} } @article{Dyn:Wahb:Wong:comm:1979, author = {Dyn, Nira and Wahba, Grace and Wong, Wing-Hung}, title = {Comments on ``{S}mooth Pycnophylactic Interpolation for Geographical Regions''}, year = {1979}, journal = {Journal of the American Statistical Association}, volume = {74}, pages = {530--535}, CISid = {39887} } @article{Crav:Wahb:smoo:1979, author = {Craven, Peter and Wahba, Grace}, title = {Smoothing Noisy Data with Spline Functions}, year = {1979}, journal = {Numerische Mathematik}, volume = {31}, pages = {377--403}, keywords = {Cross-validation; Generalized cross-validation}, CISid = {41069} } @article{Golu:Heat:Wahb:gene:1979, author = {Golub, Gene H. and Heath, Michael and Wahba, Grace}, title = {Generalized Cross-validation As a Method for Choosing a Good Ridge Parameter}, year = {1979}, journal = {Technometrics}, volume = {21}, pages = {215--223}, keywords = {Ridge regression; Biased regression}, CISid = {42148} } @article{Wahb:comm:1978, author = {Wahba, Grace}, title = {Comments on ``{C}urve Fitting and Optimal Design for Prediction''}, year = {1978}, journal = {Journal of the Royal Statistical Society, Series B: Methodological}, volume = {40}, pages = {35--36}, CISid = {35136} } @article{Wahb:comm:1978, author = {Wahba, G.}, title = {Comments on ``{D}ensity Estimation, Stochastic Processes and Prior Information''}, year = {1978}, journal = {Journal of the Royal Statistical Society, Series B: Methodological}, volume = {40}, pages = {140--140}, CISid = {35164} } @article{Wahb:impr:1978, author = {Wahba, Grace}, title = {Improper Priors, Spline Smoothing and the Problem of Guarding against Model Errors in Regression}, year = {1978}, journal = {Journal of the Royal Statistical Society, Series B: Methodological}, volume = {40}, pages = {364--372}, keywords = {Nonparametric regression}, CISid = {35227} } @article{Wahb:comm:1977, author = {Wahba, Grace}, title = {Comments on ``{C}onsistent Nonparametric Regression''}, year = {1977}, journal = {The Annals of Statistics}, volume = {5}, pages = {637--640}, CISid = {27059} } @inproceedings{Wahb:surv:1977, author = {Wahba, Grace}, title = {A Survey of Some Smoothing Problems and the Method of Generalized Cross-validation for Solving Them}, year = {1977}, booktitle = {Applications of Statistics}, editor = {Krishnaiah, Paruchuri R.}, publisher = {ElseviergNorth-Holland [Elsevier Science Publishing Co., New York; North-Holland Publishing Co., Amsterdam]}, pages = {507--524}, keywords = {Ridge regression; Spline; Density estimation}, CISid = {27257} } @inproceedings{Wahb:opti:1977, author = {Wahba, Grace}, title = {Optimal Smoothing of Density Estimates}, year = {1977}, booktitle = {Classification and Clustering}, publisher = {Academic Press}, pages = {423--458}, keywords = {Clustering}, CISid = {27904} } @inproceedings{Wahb:opti:1977, author = {Wahba, Grace}, title = {Optimal Smoothing of Log Spectral Density Estimates}, year = {1977}, booktitle = {Proceedings of Fifth Conference on Probability and Statistics in Atmospheric Sciences, Volume 5}, publisher = {American Meteorological Society}, pages = {289--290}, CISid = {30563} } @article{Wahb:hist:1976, author = {Wahba, Grace}, title = {Histosplines with Knots Which Are Order Statistics}, year = {1976}, journal = {Journal of the Royal Statistical Society, Series B: Methodological}, volume = {38}, pages = {140--151}, keywords = {Density estimation}, CISid = {23778} } @article{Wahb:opti:1975, author = {Wahba, Grace}, title = {Optimal Convergence Properties of Variable Knot, Kernel, and Orthogonal Series Methods for Density Estimation}, year = {1975}, journal = {The Annals of Statistics}, volume = {3}, pages = {15--29}, CISid = {15550} } @article{Wahb:inte:1975, author = {Wahba, Grace}, title = {Interpolating Spline Methods for Density Estimation. {I}: {E}qui-spaced Knots}, year = {1975}, journal = {The Annals of Statistics}, volume = {3}, pages = {30--48}, keywords = {Histospline; Optimal convergence rates}, CISid = {15551} } @article{Wahb:Wold:comp:1975, author = {Wahba, G. and Wold, S.}, title = {A Completely Automatic {F}rench Curve: {F}itting Spline Functions by Cross Validation}, year = {1975}, journal = {Communications in Statistics}, volume = {4}, pages = {1--18}, keywords = {Smoothing; Estimation of the derivative}, CISid = {16366} } @article{Wahb:peri:1975, author = {Wahba, G.}, title = {Periodic Splines for Spectral Density Estimation: {T}he Use of Cross Validation for Determining the Degree of Smoothing}, year = {1975}, journal = {Communications in Statistics}, volume = {4}, pages = {125--142}, keywords = {Bandwidth parameter}, CISid = {16373} } @article{Wahb:regr:1974, author = {Wahba, Grace}, title = {Regression Design for Some Equivalence Classes of Kernels}, year = {1974}, journal = {The Annals of Statistics}, volume = {2}, pages = {925--934}, CISid = {13731} } @article{Wahb:on:1971, author = {Wahba, Grace}, title = {On the Regression Design Problem of {S}acks and {Y}lvisaker}, year = {1971}, journal = {The Annals of Mathematical Statistics}, volume = {42}, pages = {1035--1053}, CISid = {9465} } @article{Wahb:poly:1971, author = {Wahba, Grace}, title = {A Polynomial Algorithm for Density Estimation}, year = {1971}, journal = {The Annals of Mathematical Statistics}, volume = {42}, pages = {1870--1886}, keywords = {Interpolation}, CISid = {9549} } @article{Wahb:some:1971, author = {Wahba, Grace}, title = {Some Tests of Independence for Stationary Multivariate Time Series}, year = {1971}, journal = {Journal of the Royal Statistical Society, Series B: Methodological}, volume = {33}, pages = {153--166}, keywords = {Gaussian time series; Spectral density matrix; Likelihood ratio test; Wishart matrix; Test for homoscedasticity}, CISid = {10178} } @article{Kime:Wahb:corr:1970, author = {Kimeldorf, George S. and Wahba, Grace}, title = {A Correspondence between {B}ayesian Estimation on Stochastic Processes and Smoothing by Splines}, year = {1970}, journal = {The Annals of Mathematical Statistics}, volume = {41}, pages = {495--502}, keywords = {Curve fitting}, CISid = {8196} } @article{Kime:Wahb:spli:1970, author = {Kimeldorf, George S. and Wahba, Grace}, title = {Spline Functions and Stochastic Processes}, year = {1970}, journal = {Sankhy={a}, Series A}, volume = {32}, pages = {173--180}, keywords = {Differential operator; Minimum variance unbiased linear prediction}, CISid = {8967} } @article{Wahb:esti:1969, author = {Wahba, Grace}, title = {Estimation of the Coefficients in a Multidimensional Distributed Lag Model}, year = {1969}, journal = {Econometrica}, volume = {37}, pages = {398--407}, CISid = {7415} } @article{Wahb:on:1968, author = {Wahba, Grace}, title = {On the Distribution of Some Statistics Useful in the Analysis of Jointly Stationary Time Series}, year = {1968}, journal = {The Annals of Mathematical Statistics}, volume = {39}, pages = {1849--1862}, CISid = {6073} } New Search [Send a question or comment] }