vita.bib

@article{al94,
  author = {H. Ahn and W.-Y. Loh},
  title = {Tree-structured Proportional Hazards Regression Modeling},
  journal = {Biometrics},
  year = {1994},
  volume = {50},
  pages = {471--485}
}
@article{baker12,
  author = {Baker, T. B. and Piper, M. E. and Schlam, T. R. and Cook, J. W. and
	Smith, S. S. and Loh, W.-Y. and Bolt, D.},
  title = {Are tobacco dependence and withdrawal related amongst heavy smokers?
	{Relevance} to conceptualizations of dependence},
  journal = {Journal of Abnormal Psychology},
  year = {2012},
  volume = {121},
  pages = {909-921},
  url = {http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3560396/},
  doi = {10.1037/a0027889}
}
@article{baker15,
  author = {Baker, T. and Collins, L. and Mermelstein, R. and
                  Piper, M. and Schlam, T. and Cook, J. and Bolt,
                  D. and Smith, S. and Jorenby, D. and Fraser, D. and
                  Loh, W-Y. and Theobald, W. and Fiore, M.},
  title = {Enhancing the Effectiveness of Smoking Treatment
                  Research: Conceptual Bases and Progress},
  journal = {Addiction},
  year = 2016,
  doi = {10.1111/add.13154},
  volume = 111,
  pages = {107-116}
}
@article{baker17,
  author = {Baker, T. B. and Smith, S. S. and Bolt, D. M.  and
                  Loh, W-Y.  and Mermelstein, R. and Fiore, M. C. and
                  Piper, M. E. and Collins, L. M.},
  title = {Implementing Clinical Research Using Factorial
                  Designs: A Primer},
  journal = {Behavior Therapy},
  year = 2017,
  volume = 48,
  pages = {567-580},
  doi = {10.1016/j.beth.2016.12.005}
}
@incollection{BDSL17,
  author = {Bolt, D. M. and Dowling, N. M. and Shih, Y-S. and Loh, W-Y.},
  booktitle = {Test fairness in the new generation of large-scale
                  assessment},
  title = {Using {Blinder-Oaxaca} decomposition to explore
                  differential item functioning: Application to {PISA}
                  2009 Reading},
  editor = {Jiao, H. and Lissitz, R. W.},
  publisher = {Information Age Publisher},
  year = 2017
}
@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/~loh/treeprogs/lotus/lotus.pdf}
}
@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},
  volume = {4},
  pages = {143--167},
  url = {http://www3.stat.sinica.edu.tw/statistica/j4n1/j4n18/j4n18.htm}
}
@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},
  volume = {5},
  pages = {641--666},
  url = {http://www3.stat.sinica.edu.tw/statistica/j5n2/j5n217/j5n217.htm}
}
@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{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},
  volume = {20},
  pages = {997--1014}
}
@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},
  volume = {20},
  pages = {1485--1500}
}
@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},
  volume = {19},
  pages = {3707--3727}
}
@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}
}
@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{cook15,
  author = {Cook, J. and Collins,L. and Fiore, M. and Smith,
                  S. and Fraser, D. and Bolt, D. and Baker, T. and
                  Piper, M. and Schlam, T. and Jorenby, D. and Loh,
                  W-Y. and Mermelstein, R.},
  title = {Comparative Effectiveness of Motivation Phase
                  Intervention Components for Use with Smokers
                  Unwilling to Quit: A Factorial Screening Experiment},
  journal = {Addiction},
  year = 2016,
  doi = {10.1111/add.13161},
  volume = 111,
  pages = {117-128}
}
@article{ALLH12b,
  author = {El Asmar, M. and Lotfallah, W. B. and Loh, W.-Y. and Hanna, A. S.},
  title = {Uncertainty reduction in multi-evaluator decision making},
  journal = {Journal of Computing in Civil Engineering},
  year = {2012},
  volume = {26},
  pages = {105--112},
  doi = {10.1061/(ASCE)CP.1943-5487.0000119}
}
@article{AHL13,
  author = {El Asmar, M. and Hanna, A. S. and Loh, W.-Y.},
  title = {Quantifying performance for integrated project delivery
                  system as compared to established delivery systems},
  journal = {Journal of Construction Engineering and Management},
  year = {2013},
  volume = {139},
  number = {11},
  doi = {10.1061/(ASCE)CO.1943-7862.0000744}
}
@article{AHL15,
  author = {El Asmar, M. and Hanna, A. S. and Loh, W.-Y.},
  title = {Evaluating integrated project delivery using the
                  project quarterback rating},
  journal = {Journal of Construction Engineering and Management},
  year = {2016},
  doi = {10.1061/(ASCE)CO.1943-7862.0001015},
  volume = 142,
  number = 1
}
@article{ALLH12a,
  author = {El Asmar, M. and Lotfallah, W. B. and Loh, W.-Y. and Hanna, A. S.},
  title = {Reducing bias and uncertainty in multi-evaluator multi-criterion
	decision making},
  journal = {Journal of Computing in Civil Engineering},
  year = {2013},
  volume = {27},
  pages = {167-176}
}
@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}
}
@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},
  year = {1999},
  pages = {126--137},
  publisher = {ACM Press},
  isbn = {1-58113-062-7}
}
@inproceedings{gglr99,
  author = {J. Gehrke and V. Ganti and R. Ramakrishnan and W.-Y. Loh},
  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},
  year = {1999},
  editor = {A. Delis and C. Faloutsos and S. Ghandeharizadeh},
  pages = {169--180},
  publisher = {ACM Press},
  isbn = {1-58113-084-8}
}
@article{HGLFB14,
  author = {Hur, J. and Guo, A. Y. and Loh, W.-Y. and Feldman,
                  E. L. and Bai, J. P. F.},
  title = {Integrated systems pharmacology analysis of clinical
                  drug-induced peripheral neuropathy},
  journal = {Clinical Pharmacology and Therapeutics: Systems
                  Pharmacology and Pharmacometrics},
  year = 2014,
  volume = 3,
  pages = {e114},
  url = {http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4051377/},
  doi = {10.1038/psp.2014.11}
}
@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},
  volume = {43},
  pages = {273}
}
@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 = {Journal of Geophysical Research: Oceans},
  volume = {112},
  number = {C5},
  url = {http://dx.doi.org/10.1029/2006JC003833},
  doi = {10.1029/2006JC003833},
  year = {2007}
}
@article{KWHL09b,
  author = {Kara, A. B. and Wallcraft, A. J. and Hurlburt, H. E. and Loh, W.-Y.},
  title = {Quantifying {SST} errors from an {OGCM} in relation to atmospheric
	forcing variables},
  journal = {Ocean Modelling},
  year = {2009},
  volume = {29},
  pages = {43-57},
  doi = {10.1016/j.ocemod.2009.03.001}
}
@article{KWHL09a,
  author = {Kara, A. B. and Wallcraft, A. J. and Hurlburt, H. E. and Loh, W.-Y.},
  title = {Which surface atmospheric variable drives the seasonal cycle of sea
	surface temperature over the global ocean?},
  journal = {Journal of Geophysical Research: Atmospheres},
  year = {2009},
  volume = {114},
  number = {D5},
  doi = {10.1029/2008JD010420}
}
@article{cruise,
  author = {H. Kim and W.-Y. Loh},
  title = {Classification trees with unbiased multiway splits},
  journal = {Journal of the American Statistical Association},
  year = {2001},
  volume = {96},
  pages = {589--604},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/cruise/cruise.pdf}
}
@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{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{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},
  year = {2008},
  volume = {2055},
  pages = {89--98},
  doi = {10.3141/2055-11}
}
@article{LRYL10,
  author = {Lee, C. and Ran, B. and Yang, F. and Loh, W.-Y.},
  title = {A hybrid tree approach to modeling alternate route choice behavior
	with online information},
  journal = {Journal of Intelligent Transportation Systems: Technology, Planning,
	and Operations},
  year = {2010},
  volume = {14},
  pages = {209--219},
  doi = {10.1080/15472450.2010.516229}
}
@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{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},
  volume = {17},
  pages = {177--187}
}
@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},
  volume = {22},
  pages = {287--301}
}
@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/guide/mach1317.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}
}
@incollection{eqr08,
  author = {W.-Y. Loh},
  title = {Classification and Regression Tree Methods},
  booktitle = {Encyclopedia of Statistics in Quality and Reliability},
  publisher = {Wiley},
  year = {2008},
  editor = {F. Ruggeri and R. Kenett and F. W. Faltin},
  pages = {315--323},
  address = {Chichester, UK},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/eqr.pdf}
}
@incollection{ess06,
  author = {W.-Y. Loh},
  title = {{Box-Cox} Transformations {II}},
  booktitle = {Encyclopedia of Statistical Sciences},
  publisher = {Wiley},
  year = {2006},
  editor = {S. Kotz and C. B. Read and N. Balakrishnan and B. Vidakovic},
  volume = {1},
  pages = {637--644},
  address = {Hoboken},
  edition = {2nd}
}
@article{ISI14,
  author = {Loh, W.-Y.},
  title = {Fifty years of classification and regression trees (with
                  discussion)},
  journal = {International Statistical Review},
  year = {2014},
  volume = {34},
  pages = {329-370},
  doi = {10.1111/insr.12016},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/LohISI14.pdf}
}
@article{FKNrev92,
  author = {Loh, W.-Y.},
  title = {Review of {Fang, Kotz, and Ng: Symmetric Multivariate and Related
	Distributions}},
  journal = {Technometrics},
  year = {1992},
  volume = {34},
  pages = {235}
}
@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://www.stat.wisc.edu/~loh/treeprogs/guide/guide02.pdf}
}
@article{guide09,
  author = {W.-Y. Loh},
  title = {Improving the precision of classification trees},
  journal = {Annals of Applied Statistics},
  year = {2009},
  volume = {3},
  pages = {1710--1737},
  doi = {10.1214/09-AOAS260},
  url = {http://arxiv.org/abs/1011.0608}
}
@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},
  pages = {447--469},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/handbk.pdf}
}
@inproceedings{lchen12,
  author = {Loh, W.-Y.},
  title = {Variable selection for classification and regression in large $p$,
	small $n$ problems},
  booktitle = {Probability Approximations and Beyond},
  year = {2012},
  editor = {Barbour, A. and Chan, H. P. and Siegmund, D.},
  volume = {205},
  series = {Lecture Notes in Statistics---Proceedings},
  pages = {133--157},
  address = {New York},
  publisher = {Springer},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/lchen.pdf}
}
@inproceedings{leh06,
  author = {W.-Y. Loh},
  title = {Regression tree models for designed experiments},
  booktitle = {Second E. L. Lehmann Symposium},
  year = {2006},
  editor = {J. Rojo},
  volume = {49},
  series = {IMS Lecture Notes-Monograph Series},
  pages = {210--228},
  organization = {Institute of Mathematical Statistics},
  doi = {10.1214/074921706000000464},
  url = {http://arxiv.org/abs/math.ST/0611192}
}
@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},
  volume = {12},
  pages = {685--701}
}
@article{lohboot91,
  author = {Loh, W.-Y.},
  title = {Bootstrap calibration for confidence interval construction and selection},
  journal = {Statistica Sinica},
  year = {1991},
  volume = {1},
  pages = {477--491},
  url = {http://www3.stat.sinica.edu.tw/statistica/j1n2/j1n211/j1n211.htm}
}
@article{lohcal87,
  author = {Loh, W.-Y.},
  title = {Calibrating confidence coefficients},
  journal = {Journal of the American Statistical Association},
  year = {1987},
  volume = {82},
  pages = {155--162},
  url = {http://www.stat.wisc.edu/~loh/reprints/Loh87.pdf}
}
@article{lohcauchy85,
  author = {Loh, W.-Y.},
  title = {The {Cauchy} mean value property for {M-estimates}},
  journal = {Journal of Statistical Planning and Inference},
  year = {1985},
  volume = {12},
  pages = {265--267}
}
@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},
  volume = {17},
  pages = {1709--1722}
}
@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},
  volume = {12},
  pages = {235--239}
}
@article{lohdisc88,
  author = {Loh, W.-Y.},
  title = {Discussion of {Hall: Theoretical} comparison of bootstrap confidence
	intervals},
  journal = {Annals of Statistics},
  year = {1988},
  volume = {16},
  pages = {972--976}
}
@article{lohendpt84,
  author = {Loh, W.-Y.},
  title = {Estimating an endpoint of a distribution with resampling methods},
  journal = {Annals of Statistics},
  year = {1984},
  volume = {12},
  pages = {1543--1550}
}
@article{lohieee84,
  author = {Loh, W.-Y.},
  title = {A new generalization of the class of {NBU} distributions},
  journal = {IEEE Transactions on Reliability},
  year = {1984},
  volume = {R-33},
  pages = {419--422}
}
@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},
  volume = {14},
  pages = {895--904}
}
@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},
  volume = {28},
  pages = {213--226}
}
@article{lohnorm86,
  author = {Loh, W.-Y.},
  title = {Testing multivariate normality by simulation},
  journal = {Journal of Statistical Computation and Simulation},
  year = {1986},
  volume = {26},
  pages = {243--252}
}
@article{lohran84,
  author = {Loh, W.-Y.},
  title = {Random quotients and robust estimation},
  journal = {Communications in Statistics (Theory and Methods)},
  year = {1984},
  volume = {13},
  pages = {2757--2769}
}
@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},
  volume = {83},
  pages = {913}
}
@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},
  volume = {13},
  pages = {2549--2570}
}
@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},
  volume = {80},
  pages = {362--368}
}
@article{lohsurv91,
  author = {Loh, W.-Y.},
  title = {Survival modeling through recursive stratification},
  journal = {Computational Statistics and Data Analysis},
  year = {1991},
  volume = {12},
  pages = {295--313}
}
@article{lohuni84,
  author = {Loh, W.-Y.},
  title = {Strong unimodality and scale mixtures},
  journal = {Annals of the Institute of Statistical Mathematics},
  year = {1984},
  volume = {36},
  pages = {441--449}
}
@article{lohvar86,
  author = {Loh, W.-Y.},
  title = {Improved estimators for ratios of variance components},
  journal = {Journal of the American Statistical Association},
  year = {1986},
  volume = {81},
  pages = {699--702}
}
@article{unrep92,
  author = {Loh, W.-Y.},
  title = {Identification of Active Contrasts in Unreplicated Factorial Experiments},
  journal = {Computational Statistics and Data Analysis},
  year = {1992},
  volume = {14},
  pages = {135--148}
}
@article{wires09,
  author = {W.-Y. Loh},
  title = {Tree-structured classifiers},
  journal = {Wiley Interdisciplinary Reviews: Computational Statistics},
  year = {2010},
  volume = {2},
  pages = {364--369},
  doi = {10.1002/wics.86},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/wires.pdf}
}
@article{wires11,
  author = {W.-Y. Loh},
  title = {Classification and regression trees},
  journal = {Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery},
  year = {2011},
  volume = {1},
  pages = {14--23},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/wires11.pdf},
  doi = {10.1002/widm.8}
}
@article{acm07,
  author = {Loh, W.-Y. and Chen, C.-W. and Zheng, W.},
  title = {Extrapolation errors in linear model trees},
  journal = {ACM Transactions on Knowledge Discovery from Data},
  year = {2007},
  volume = {1},
  number = {2},
  articleno = {6},
  doi = {http://doi.acm.org/10.1145/1267066.1267067},
  issn = {1556-4681},
  journal-iso = {ACM Trans. Knowl. Discov. Data},
  url = {http://doi.acm.org/10.1145/1267066.1267067}
}
@article{lecl17,
  author = {Loh, W.-Y. and Eltinge, J. and Cho, M. J. and Li, Y.},
  title = {Classification and regression trees and forests for
                  incomplete data from sample surveys},
  journal = {Statistica Sinica},
  year = {2017},
  note = {In press},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/SS17preprint.pdf}
}
@article{lhm15,
  author = {Loh, W.-Y. and He, X. and Man, M.},
  title = {A regression tree approach to identifying subgroups with
                  differential treatment effects},
  journal = {Statistics in Medicine},
  doi = {10.1002/sim.6454},
  volume = {34},
  pages = {1818-1833},
  year = {2015},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/LohHeMan15.pdf}
}
@article{lfmcy16,
  author = {Loh, W.-Y. and Fu, H. and Man, M. and Champion, V. and Yu, M.},
  title = {Identification of subgroups with differential treatment
                  effects for longitudinal and multiresponse
                  variables},
  journal = {Statistics in Medicine},
  year = {2016},
  volume = 35,
  pages = {4837-4855},
  doi = {10.1002/sim.7020},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/LFMCY16.pdf}
}
@article{lpsfsjcbb12,
  author = {Loh, W.-Y. and Piper, M. E. and Schlam, T. R. and Fiore, M. C. and
	Smith, S. S. and Jorenby, D. E. and Cook, J. W. and Bolt, D. M. and
	Baker, T. B.},
  title = {Should all smokers use combination smoking cessation pharmacotherapy?
	{Using} novel analytic methods to detect differential treatment effects
	over eight weeks of pharmacotherapy},
  journal = {Nicotine and Tobacco Research},
  year = {2012},
  volume = {14},
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  journal-iso = {Nicotine Tob. Res.},
  doi = {10.1093/ntr/ntr147},
  url = {http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3265742/}
}
@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{lv88,
  author = {Loh, W.-Y. and Vanichsetakul, N.},
  title = {Tree-structured classification via generalized discriminant analysis
	(with discussion)},
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  year = {1988},
  volume = {83},
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  url = {http://www.stat.wisc.edu/~loh/treeprogs/fact/LV88.pdf}
}
@article{lohwu87,
  author = {Loh, W.-Y. and Wu, C. F. J.},
  title = {Discussion of {Efron: Better} bootstrap confidence intervals},
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  year = {1987},
  volume = {82},
  pages = {188--190}
}
@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},
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  year = {1993},
  volume = {45},
  pages = {291--304}
}
@inproceedings{LZ09,
  author = {Loh, W.-Y. and Zheng, W.},
  title = {On bootstrap tests of hypotheses},
  booktitle = {Optimality: Third E. L. Lehmann Symposium},
  year = {2009},
  editor = {J. Rojo},
  volume = {57},
  series = {IMS Lecture Notes-Monograph Series},
  pages = {93--116},
  organization = {Institute of Mathematical Statistics},
  doi = {10.1214/09-LNMS5708},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/LNMS5708.pdf}
}
@article{lz13,
  author = {W.-Y. Loh and W. Zheng},
  title = {Regression trees for longitudinal and multiresponse data},
  journal = {Annals of Applied Statistics},
  year = {2013},
  volume = {7},
  pages = {495-522},
  doi = {10.1214/12-AOAS596},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/AOAS596.pdf}
}
@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},
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  pages = {1263--1272}
}
@article{MSIALLSB15,
  author = {Melas, I. N. and Sakellaropoulos, T. and Iorio,
                  F. and Alexopoulos, L. G. and Loh, W.-Y. and
                  Lauffenburger, D. A. and Saez-Rodriguezı, J. and
                  Bai, J. P. F.},
  title = {Identification of drug mode of action based on gene
                  expression data: Application in drug induced lung
                  injury},
  journal = {Integrative Biology},
  year = 2015,
  doi = {10.1039/C4IB00294F},
  url = {http://www.stat.wisc.edu/~loh/treeprogs/guide/Melas15.pdf}
}
@article{NWL11,
  author = {Nasief, H. G. and Whited, G. C. and Loh, W.-Y.},
  title = {Wisconsin method for probing {Portland} cement concrete pavement
	for thickness},
  journal = {Transportation Research Record},
  year = {2011},
  volume = {2228},
  pages = {99--107},
  doi = {10.3141/2228-12}
}
@article{gender10,
  author = {Piper, M. E. and Cook, J. W. and Schlam, T. R. and Jorenby, D. E.
	and Smith, S. S. and Bolt, D. M. and Loh, W.-Y.},
  title = {Gender, race, and education differences in abstinence rates among
	participants in two randomized smoking cessation trials},
  journal = {Nicotine and Tobacco Research},
  year = {2010},
  volume = {12},
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  number = {6},
  note = {PMC2878731},
  doi = {10.1093/ntr/ntq067},
  url = {http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2878731/}
}
@article{substance11,
  author = {Piper, M. E. and Loh, W.-Y. and Smith and S. S. and Japuntich and
	S. J. and Baker, T. B.},
  title = {Using decision tree analysis to identify risk factors for relapse
	to smoking},
  journal = {Substance Use and Misuse},
  year = {2011},
  volume = {46},
  pages = {492--510},
  number = {4},
  url = {http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2908723/},
  doi = {10.3109/10826081003682222}
}
@article{piper11,
  author = {Piper, M. E. and Schlam, T. R. and Cook, J. W. and Sheffer, M. A.
	and Smith, S. S. and Loh, W.-Y. and Bolt, D. M. and Kim, S.Y. and
	Kaye, J. T. and Hefner, K. R. and Baker, T. B.},
  title = {Tobacco withdrawal components and their relations with cessation
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}
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  author = {Piper, M. E. and Fiore, M. and Smith, S. and Fraser,
                  D. and Bolt, D. and Collins, L. and Mermelstein,
                  R. and Schlam, T. and Cook, J. and Jorenby,
                  D. and Loh, W-Y. and Baker, T.},
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                  Smith, S. S. and Bolt, D. M. and Loh, W-Y.  and
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}
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                  Jorenby, D. and Loh, W-Y. and Baker, T.},
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  author = {Stein, J. H. and Asthana, A. and Smith, S. and
                  Piper, M. E. and Loh, W.-Y. and Fiore, M. C. and
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  title = {Smoking cessation and the risk of diabetes mellitus
                  and impaired fasting glucose: three-year outcomes
                  from a randomized clinical trial},
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@article{wsl13,
  author = {Whited, G. C. and Stenhaug, B. A. and Loh, W.-Y.},
  title = {Probing {Portland} cement concrete pavement for thickness determination in {Wisconsin}},
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  author = {Wolberg, W. H. and Tanner, M. A. and Loh, W.-Y.},
  title = {Fine needle aspiration for breast mass diagnosis},
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@article{wtlv87,
  author = {Wolberg, W. H. and Tanner, M. A. and Loh, W.-Y. and Vanichsetakul,
	N.},
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  author = {X. Zheng and W.-Y. Loh},
  title = {Bootstrapping binomial confidence intervals},
  journal = {Journal of Statistical Planning and Inference},
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  pages = {355--380}
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@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},
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  pages = {151--156}
}
@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},
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}

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