@article{al94,
author = {H. Ahn and W.-Y. Loh},
title = {Tree-structured Proportional Hazards Regression Modeling},
journal = {Biometrics},
year = {1994},
pages = {471--485},
volume = {50}
}
@article{chly94,
author = {Chaudhuri, P. and Huang, M.-C. and Loh, W.-Y. and Yao, R.},
title = {Piecewise-polynomial regression trees},
journal = {Statistica Sinica},
year = {1994},
pages = {143--167},
volume = {4},
url = {http://www3.stat.sinica.edu.tw/statistica/j4n1/j4n18/j4n18.htm}
}
@article{clboot91,
author = {Chen, H. and Loh, W.-Y.},
title = {Consistency of the bootstrap for the transformed two-sample $t$-test},
journal = {Communications in Statistics (Theory and Methods)},
year = {1991},
pages = {997--1014},
volume = {20}
}
@article{clbox92,
author = {Chen, H. and Loh, W.-Y.},
title = {Bounds on {AREs} of tests following {Box-Cox} transformations},
journal = {Annals of Statistics},
year = {1992},
pages = {1485--1500},
volume = {20}
}
@article{clly95,
author = {Chaudhuri, P. and Lo, W.-D. and Loh, W.-Y. and Yang, C.-C.},
title = {Generalized Regression Trees},
journal = {Statistica Sinica},
year = {1995},
pages = {641--666},
volume = {5},
url = {http://www3.stat.sinica.edu.tw/statistica/j5n2/j5n217/j5n217.htm}
}
@article{clrob90,
author = {Chen, H. and Loh, W.-Y.},
title = {Uniform robustness against nonnormality of the $t$ and {$F$} tests},
journal = {Communications in Statistics (Theory and Methods)},
year = {1990},
pages = {3707--3727},
volume = {19}
}
@inproceedings{gglr99,
author = {J. Gehrke and
V. Ganti and
R. Ramakrishnan and
W.-Y. Loh},
editor = {A. Delis and
C. Faloutsos and
S. Ghandeharizadeh},
title = {{BOAT}---{Optimistic} Decision Tree Construction},
booktitle = {SIGMOD 1999, Proceedings ACM SIGMOD International Conference
on Management of Data, June 1-3, 1999, Philadelphia,
Pennsylvania, USA},
publisher = {ACM Press},
year = {1999},
isbn = {1-58113-084-8},
pages = {169--180}
}
@article{klv89,
author = {Kademan, E. and Loh, W.-Y. and Vanichsetakul, N.},
title = {An improved version of {FACT} with {S} front-end},
journal = {American Statistician},
year = {1989},
pages = {273},
volume = {43}
}
@article{ll90,
author = {Lehmann, E. L. and Loh, W.-Y.},
title = {Pointwise versus uniform robustness of some large-sample tests and confidence intervals},
journal = {Scandinavian Journal of Statistics},
year = {1990},
pages = {177--187},
volume = {17}
}
@article{limloh96,
author = {Lim, T.-S. and Loh, W.-Y.},
title = {A Comparison of Tests of Equality of Variances},
journal = {Computational Statistics and Data Analysis},
year = {1996},
pages = {287--301},
volume = {22}
}
@article{lohares84,
author = {Loh, W.-Y.},
title = {Bounds on {AREs} for restricted classes of distributions defined via tail-orderings},
journal = {Annals of Statistics},
year = {1984},
pages = {685--701},
volume = {12}
}
@article{lohboot91,
author = {Loh, W.-Y.},
title = {Bootstrap calibration for confidence interval
construction and selection},
journal = {Statistica Sinica},
year = {1991},
pages = {477--491},
volume = {1}
}
@article{lohcal87,
author = {Loh, W.-Y.},
title = {Calibrating confidence coefficients},
journal = {Journal of the American Statistical Association},
year = {1987},
pages = {155--162},
volume = {82}
}
@article{lohcauchy85,
author = {Loh, W.-Y.},
title = {The {Cauchy} mean value property for {M-estimates}},
journal = {Journal of Statistical Planning and Inference},
year = {1985},
pages = {265--267},
volume = {12}
}
@article{lohchi89,
author = {Loh, W.-Y.},
title = {Bounds on the size of the $\chi^{2}$-test of independence in a contingency table},
journal = {Annals of Statistics},
year = {1989},
pages = {1709--1722},
volume = {17}
}
@article{lohcorr87,
author = {Loh, W.-Y.},
title = {Does the correlation coefficient really measure the degree
of clustering around a line?},
journal = {Journal of Educational Statistics},
year = {1987},
pages = {235--239},
volume = {12}
}
@article{lohdisc88,
author = {Loh, W.-Y.},
title = {Discussion of {Hall: Theoretical} comparison of
bootstrap confidence intervals},
journal = {Annals of Statistics},
year = {1988},
pages = {972--976},
volume = {16}
}
@article{lohendpt84,
author = {Loh, W.-Y.},
title = {Estimating an endpoint of a distribution with resampling
methods},
journal = {Annals of Statistics},
year = {1984},
pages = {1543--1550},
volume = {12}
}
@article{lohieee84,
author = {Loh, W.-Y.},
title = {A new generalization of the class of {NBU} distributions},
journal = {IEEE Transactions on Reliability},
year = {1984},
pages = {419--422},
volume = {R-33}
}
@article{lohkull85,
author = {Loh, W.-Y.},
title = {A note on the geometry of {Kullback-Leibler} information numbers},
journal = {Communications in Statistics (Theory and Methods)},
year = {1985},
pages = {895--904},
volume = {14}
}
@article{lohlev87,
author = {Loh, W.-Y.},
title = {Some modifications of {Levene's} test of variance homogeneity},
journal = {Journal of Statistical Computation and Simulation},
year = {1987},
pages = {213--226},
volume = {28}
}
@article{lohnorm86,
author = {Loh, W.-Y.},
title = {Testing multivariate normality by simulation},
journal = {Journal of Statistical Computation and Simulation},
year = {1986},
pages = {243--252},
volume = {26}
}
@article{lohran84,
author = {Loh, W.-Y.},
title = {Random quotients and robust estimation},
journal = {Communications in Statistics (Theory and Methods)},
year = {1984},
pages = {2757--2769},
volume = {13}
}
@article{lohrev88,
author = {Loh, W.-Y.},
title = {Review of { Meulman: A Distance Approach to Nonlinear Multivariate Analysis}},
journal = {Journal of the American Statistical Association},
year = {1988},
pages = {913},
volume = {83}
}
@article{lohrob84,
author = {Loh, W.-Y.},
title = {Partially adaptive robust estimators of location via exponential embedding},
journal = {Communications in Statistics (Theory and Methods)},
year = {1984},
pages = {2549--2570},
volume = {13}
}
@article{lohsep85,
author = {Loh, W.-Y.},
title = {A new method for testing separate families of hypotheses},
journal = {Journal of the American Statistical Association},
year = {1985},
pages = {362--368},
volume = {80}
}
@article{lohsurv91,
author = {Loh, W.-Y.},
title = {Survival modeling through recursive stratification},
journal = {Computational Statistics and Data Analysis},
year = {1991},
pages = {295--313},
volume = {12}
}
@article{lohuni84,
author = {Loh, W.-Y.},
title = {Strong unimodality and scale mixtures},
journal = {Annals of the Institute of Statistical Mathematics},
year = {1984},
pages = {441--449},
volume = {36}
}
@article{lohvar86,
author = {Loh, W.-Y.},
title = {Improved estimators for ratios of variance components},
journal = {Journal of the American Statistical Association},
year = {1986},
pages = {699--702},
volume = {81}
}
@article{lohshih97,
author = {Loh, W.-Y. and Shih, Y.-S.},
title = {Split selection methods for classification trees},
journal = {Statistica Sinica},
year = {1997},
volume = 7,
pages = {815--840},
url = {http://www3.stat.sinica.edu.tw/statistica/j7n4/j7n41/j7n41.htm}
}
@article{lohwu87,
author = {Loh, W.-Y. and Wu, C. F. J.},
title = {Discussion of {Efron: Better} bootstrap confidence intervals},
journal = {Journal of the American Statistical Association},
year = {1987},
pages = {188--190},
volume = {82}
}
@article{lv88,
author = {Loh, W.-Y. and Vanichsetakul, N.},
title = {Tree-structured classification via generalized discriminant analysis (with discussion)},
journal = {Journal of the American Statistical Association},
year = {1988},
pages = {715--728},
volume = {83}
}
@article{ly93,
author = {Loh, W.-Y. and Yu, X.},
title = {Bounds on the size of the likelihood ratio test of independence
in a contingency table},
journal = {Journal of Multivariate Analysis},
year = {1993},
pages = {291--304},
volume = {45}
}
@article{lz94,
author = {W.-Y. Loh and X. Zheng},
title = {Bias and Variance Reduction in Estimation of Model Dimension},
journal = {Proceedings of the American Mathematical Society},
year = 1994,
pages = {1263--1272},
volume = 122
}
@article{qul92,
author = {Qu, P. and Loh, W-Y.},
title = {Application of {Box-Cox} transformations to discrimination
for the two-class problem},
journal = {Communications in Statistics (Theory and Methods)},
year = {1992},
pages = {2757--2774},
volume = {21}
}
@article{FKNrev92,
author = {Loh, W.-Y.},
title = {Review of {Fang, Kotz, and Ng: Symmetric Multivariate and Related Distributions}},
journal = {Technometrics},
year = {1992},
pages = {235},
volume = {34}
}
@article{unrep92,
author = {Loh, W.-Y.},
title = {Identification of Active Contrasts in Unreplicated
Factorial Experiments},
journal = {Computational Statistics and Data Analysis},
year = {1992},
pages = {135--148},
volume = {14}
}
@article{wtl88,
author = {Wolberg, W. H. and Tanner, M. A. and Loh, W.-Y.},
title = {Diagnostic schemes for fine needle
aspirates of breast masses},
journal = {Analytical and Quantitative Cytology and Histology},
year = {1988},
pages = {225--228},
volume = {10}
}
@article{wtl89,
author = {Wolberg, W. H. and Tanner, M. A. and Loh, W.-Y.},
title = {Fine needle aspiration for breast mass diagnosis},
journal = {Archives of Surgery},
year = {1989},
pages = {814--818},
volume = {124}
}
@article{wtlv87,
author = {Wolberg, W. H. and Tanner, M. A. and Loh, W.-Y. and
Vanichsetakul, N.},
title = {Statistical approach to fine needle aspiration
diagnosis of breast masses},
journal = {Acta Cytologica},
year = {1987},
pages = {737--741},
volume = {31}
}
@article{zl94,
author = {X. Zheng and W.-Y. Loh},
title = {Bootstrapping binomial confidence intervals},
journal = {Journal of Statistical Planning and Inference},
year = {1995},
pages = {355--380},
volume = {43}
}
@article{zl95,
author = {X. Zheng and W.-Y. Loh},
title = {Consistent variable selection in linear models},
journal = {Journal of the American Statistical Association},
year = {1995},
pages = {151--156},
volume = {90}
}
@article{zl97,
author = {X. Zheng and W.-Y. Loh},
title = {A consistent variable selection criterion for linear
models with high-dimensional covariates},
journal = {Statistica Sinica},
year = {1997},
pages = {311--325},
volume = {7}
}
@inproceedings{focus99,
author = {V. Ganti and
J. Gehrke and
R. Ramakrishnan and
W.-Y. Loh},
title = {A Framework for Measuring Changes in Data Characteristics},
booktitle = {Proceedings of the Eighteenth ACM SIGACT-SIGMOD-SIGART
Symposium on Principles of Database Systems,
May 31--June 2, 1999, Philadelphia, Pennsylvania},
publisher = {ACM Press},
year = {1999},
isbn = {1-58113-062-7},
pages = {126--137}
}
@article{lls00,
author = {T.-S. Lim and W.-Y. Loh and Y.-S. Shih},
title = {A Comparison of Prediction Accuracy, Complexity, and Training
Time of Thirty-three Old and New Classification Algorithms},
journal = {Machine Learning Journal},
year = {2000},
volume = 40,
pages = {203--228},
url = {http://www.stat.wisc.edu/~loh/treeprogs/quest1.7/mach1317.pdf}
}
@article{cyjl2001a,
author = {K. Cho and I. Yeo and R. A. Johnson and W.-Y. Loh},
title = {Asymptotic theory for Box-Cox transformations in
linear models},
journal = {Statistics and Probability Letters},
year = {2001},
volume = 51,
pages = {337--343}
}
@article{cyjl2001b,
author = {K. Cho and I. Yeo and R. A. Johnson and W.-Y. Loh},
title = {Prediction interval estimation in transformed linear models},
journal = {Statistics and Probability Letters},
year = {2001},
volume = 51,
pages = {345--350}
}
@article{cruise,
author = {H. Kim and W.-Y. Loh},
title = {Classification trees with unbiased multiway splits},
journal = {Journal of the American Statistical Association},
pages = {589--604},
volume = {96},
year = {2001},
url = {http://www.stat.wisc.edu/~loh/treeprogs/cruise/cruise.pdf}
}
@article{guide,
author = {W.-Y. Loh},
title = {Regression Trees With Unbiased Variable Selection
and Interaction Detection},
journal = {Statistica Sinica},
year = 2002,
volume = 12,
pages = {361--386},
url = {http://www3.stat.sinica.edu.tw/statistica/j12n2/j12n21/j12n21.htm}
}
@article{focus02,
author = {V. Ganti and
J. Gehrke and
R. Ramakrishnan and
W.-Y. Loh},
title = {A Framework for Measuring Differences in Data Characteristics},
journal = {Journal of Computer and System Sciences},
year = {2002},
volume = 64,
pages = {542--578}
}
@article{cruise2v,
author = {H. Kim and
W.-Y. Loh},
title = {Classification trees with bivariate linear discriminant
node models},
journal = {Journal of Computational and Graphical Statistics},
year = 2003,
volume = 12,
pages = {512--530},
url = {http://www.stat.wisc.edu/~loh/treeprogs/cruise/jcgs.pdf}
}
@article{quart,
author = {P. Chaudhuri and
W.-Y. Loh},
title = {Nonparametric estimation of conditional quantiles using quantile
regression trees},
journal = {Bernoulli},
year = 2002,
volume = 8,
pages = {561--576},
url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/quantile.pdf}
}
@article{leehannaloh04,
author = {Lee, M. J. and Hanna, A. S. and Loh, W.-Y.},
title = {Decision tree approach to classify and quantify cumulative
impact of change orders on productivity},
journal = {Journal of Computing in Civil Engineering},
year = 2004,
volume = 18,
pages = {132--144}
}
@article{lotus,
author = {K.-Y. Chan and
W.-Y. Loh},
title = {{LOTUS: An} algorithm for building accurate and
comprehensible logistic regression trees},
journal = {Journal of Computational and Graphical Statistics},
year = 2004,
volume = 13,
pages = {826--852},
url = {http://www.stat.wisc.edu/~kinyee/Lotus/lotus.pdf}
}
@incollection{Enginhandbook06,
author = {W.-Y. Loh},
title = {Logistic regression tree analysis},
booktitle = {Handbook of Engineering Statistics},
publisher = {Springer},
year = 2006,
editor = {H. Pham},
pages = {537--549},
url = {http://www.stat.wisc.edu/~loh/treeprogs/lotus/springer.pdf}
}
@article{choloh05,
author = {K. Cho and W.-Y. Loh},
title = {Bias and Convergence Rate of the Coverage Probability of
Prediction Intervals in {Box-Cox} Transformed Linear Models},
journal = {Journal of Statistical Planning and Inference},
year = 2005,
volume = 136,
pages = {3614--3624}
}
@incollection{ess06,
author = {W.-Y. Loh},
editor = {S. Kotz and C. B. Read and N. Balakrishnan and B. Vidakovic},
booktitle = {Encyclopedia of Statistical Sciences},
title = {{Box-Cox} Transformations -- {II}},
publisher = {Wiley},
year = 2006,
volume = 1,
address = {Hoboken},
edition = {2nd},
pages = {637--644}
}
@inproceedings{leh06,
author = {W.-Y. Loh},
title = {Regression tree models for designed experiments},
booktitle = {The Second Erich L. Lehmann Symposium--Optimality},
year = 2006,
editor = {J. Rojo},
organization = {Institute of Mathematical Statistics Lecture
Notes-Monograph Series},
volume = {49},
pages = {210--228},
doi = {10.1214/074921706000000464},
url = {http://arxiv.org/abs/math.ST/0611192}
}
@article{iie07,
author = {H. Kim and W.-Y. Loh and Y.-S. Shih and P. Chaudhuri},
title = {Visualizable and interpretable regression models with good
prediction power},
journal = {IIE Transactions},
year = 2007,
volume = {39},
pages = {565--579},
doi = {10.1080/07408170600897502},
url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/iie.pdf}
}
@article{kara07,
author = {{Kara}, A.~B. and {Hurlburt}, H.~E. and {Loh}, W.-Y.},
title = {{Which near-surface atmospheric variable drives air-sea temperature
differences over the global ocean?}},
journal = {J. Geophys.\ Res.},
year = 2007,
month = may,
volume = 112,
pages = {C05020},
doi = {10.1029/2006JC003833}
}
@article{acm07,
author = {W.-Y. Loh and C.-W. Chen and W. Zheng},
title = {Extrapolation errors in linear model trees},
journal = {ACM Trans. Knowl. Discov. Data},
volume = {1},
number = {2},
year = {2007},
issn = {1556-4681},
pages = {6},
doi = {10.1145/1267066.1267067},
url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/acm.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@incollection{eqr08,
author = {W.-Y. Loh},
editor = {F. Ruggeri and R. Kenett and F. W. Faltin},
booktitle = {Encyclopedia of Statistics in Quality and Reliability},
title = {Classification and Regression Tree Methods},
publisher = {Wiley},
year = 2008,
address = {Chichester, UK},
pages = {315--323},
url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/eqr.pdf}
}
@incollection{hbcs08,
author = {W.-Y. Loh},
title = {Regression by parts: {Fitting} visually interpretable models
with {GUIDE}},
booktitle = {Handbook of Data Visualization},
publisher = {Springer},
year = 2008,
editor = {C. Chen and W. H\"{a}rdle and A. Unwin},
url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/handbk.pdf},
pages = {447--469}
}
@article{LLQS08,
author = {Lee, C. and Loh, W.-Y. and Qin, X. and Sproul, M.},
title = {Development of new performance measure for winter maintenance using vehicle speed data},
journal = {Transportation Research Record: Journal of the Transportation Research Board},
year = 2008
}
This file was generated by bibtex2html 1.91.