[1] Kara, A. B., Wallcraft, A. J., Hurlburt, H. E., and Loh, W.-Y. Which surface atmospheric variable drives the seasonal cycle of sea surface temperature over the global ocean? Journal of Geophysical Research 114 (Mar. 2009), D05101. [ bib | DOI ]
[2] Kara, A. B., Wallcraft, A. J., Hurlburt, H. E., and Loh, W.-Y. Quantifying SST errors from an OGCM in relation to atmospheric forcing variables. Ocean Modelling 29 (2009), 43-57. [ bib | DOI ]
[3] Loh, W.-Y., and Zheng, W. On bootstrap tests of hypotheses. In Optimality: Third E. L. Lehmann Symposium (2009), J. Rojo, Ed., vol. 57 of IMS Lecture Notes-Monograph Series, Institute of Mathematical Statistics, pp. 93-116. [ bib | DOI | .pdf ]
[4] Loh, W.-Y. Improving the precision of classification trees. Annals of Applied Statistics (2009). In press. [ bib | .pdf ]
[6] Loh, W.-Y. Tree-structured classifier. Wiley Interdisciplinary Reviews: Computational Statistics (2009). In press. [ bib | .pdf ]
[7] Loh, W.-Y. Classification and regression tree methods. In Encyclopedia of Statistics in Quality and Reliability, F. Ruggeri, R. Kenett, and F. W. Faltin, Eds. Wiley, Chichester, UK, 2008, pp. 315-323. [ bib | .pdf ]
[8] Loh, W.-Y. Regression by parts: Fitting visually interpretable models with GUIDE. In Handbook of Data Visualization, C. Chen, W. Härdle, and A. Unwin, Eds. Springer, 2008, pp. 447-469. [ bib | .pdf ]
[9] Lee, C., Loh, W.-Y., Qin, X., and Sproul, M. Development of new performance measure for winter maintenance using vehicle speed data. Transportation Research Record 2055 (2008), 89-98. [ bib | DOI ]
[10] Kara, A. B., Hurlburt, H. E., and Loh, W.-Y. Which near-surface atmospheric variable drives air-sea temperature differences over the global ocean? Journal of Geophysical Research 112 (May 2007), C05020. [ bib | DOI ]
[11] Kim, H., Loh, W.-Y., Shih, Y.-S., and Chaudhuri, P. Visualizable and interpretable regression models with good prediction power. IIE Transactions 39 (2007), 565-579. [ bib | DOI | .pdf ]
[12] Loh, W.-Y., Chen, C.-W., and Zheng, W. Extrapolation errors in linear model trees. ACM Trans. Knowl. Discov. Data 1, 2 (2007), 6. [ bib | DOI | .pdf ]
[13] Loh, W.-Y. Logistic regression tree analysis. In Handbook of Engineering Statistics, H. Pham, Ed. Springer, 2006, pp. 537-549. [ bib | .pdf ]
[14] Loh, W.-Y. Box-Cox transformations II. In Encyclopedia of Statistical Sciences, S. Kotz, C. B. Read, N. Balakrishnan, and B. Vidakovic, Eds., 2nd ed., vol. 1. Wiley, Hoboken, 2006, pp. 637-644. [ bib ]
[15] Loh, W.-Y. Regression tree models for designed experiments. In Second E. L. Lehmann Symposium (2006), J. Rojo, Ed., vol. 49, Institute of Mathematical Statistics Lecture Notes-Monograph Series, pp. 210-228. [ bib | DOI | http ]
[16] Cho, K., and Loh, W.-Y. Bias and convergence rate of the coverage probability of prediction intervals in Box-Cox transformed linear models. Journal of Statistical Planning and Inference 136 (2005), 3614-3624. [ bib ]
[17] Lee, M. J., Hanna, A. S., and Loh, W.-Y. Decision tree approach to classify and quantify cumulative impact of change orders on productivity. Journal of Computing in Civil Engineering 18 (2004), 132-144. [ bib ]
[18] Chan, K.-Y., and Loh, W.-Y. LOTUS: An algorithm for building accurate and comprehensible logistic regression trees. Journal of Computational and Graphical Statistics 13 (2004), 826-852. [ bib | .pdf ]
[19] Kim, H., and Loh, W.-Y. Classification trees with bivariate linear discriminant node models. Journal of Computational and Graphical Statistics 12 (2003), 512-530. [ bib | .pdf ]
[20] Loh, W.-Y. Regression trees with unbiased variable selection and interaction detection. Statistica Sinica 12 (2002), 361-386. [ bib | http ]
[21] Ganti, V., Gehrke, J., Ramakrishnan, R., and Loh, W.-Y. A framework for measuring differences in data characteristics. Journal of Computer and System Sciences 64 (2002), 542-578. [ bib ]
[22] Chaudhuri, P., and Loh, W.-Y. Nonparametric estimation of conditional quantiles using quantile regression trees. Bernoulli 8 (2002), 561-576. [ bib | .pdf ]
[23] Cho, K., Yeo, I., Johnson, R. A., and Loh, W.-Y. Asymptotic theory for Box-Cox transformations in linear models. Statistics and Probability Letters 51 (2001), 337-343. [ bib ]
[24] Cho, K., Yeo, I., Johnson, R. A., and Loh, W.-Y. Prediction interval estimation in transformed linear models. Statistics and Probability Letters 51 (2001), 345-350. [ bib ]
[25] Kim, H., and Loh, W.-Y. Classification trees with unbiased multiway splits. Journal of the American Statistical Association 96 (2001), 589-604. [ bib | .pdf ]
[26] Lim, T.-S., Loh, W.-Y., and Shih, Y.-S. A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms. Machine Learning Journal 40 (2000), 203-228. [ bib | .pdf ]
[27] Gehrke, J., Ganti, V., Ramakrishnan, R., and Loh, W.-Y. BOAT-Optimistic decision tree construction. In SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA (1999), A. Delis, C. Faloutsos, and S. Ghandeharizadeh, Eds., ACM Press, pp. 169-180. [ bib ]
[28] Ganti, V., Gehrke, J., Ramakrishnan, R., and Loh, W.-Y. A framework for measuring changes in data characteristics. In Proceedings of the Eighteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 31-June 2, 1999, Philadelphia, Pennsylvania (1999), ACM Press, pp. 126-137. [ bib ]
[29] Loh, W.-Y., and Shih, Y.-S. Split selection methods for classification trees. Statistica Sinica 7 (1997), 815-840. [ bib | http ]
[30] Zheng, X., and Loh, W.-Y. A consistent variable selection criterion for linear models with high-dimensional covariates. Statistica Sinica 7 (1997), 311-325. [ bib ]
[31] Lim, T.-S., and Loh, W.-Y. A comparison of tests of equality of variances. Computational Statistics and Data Analysis 22 (1996), 287-301. [ bib ]
[32] Chaudhuri, P., Lo, W.-D., Loh, W.-Y., and Yang, C.-C. Generalized regression trees. Statistica Sinica 5 (1995), 641-666. [ bib | http ]
[33] Zheng, X., and Loh, W.-Y. Bootstrapping binomial confidence intervals. Journal of Statistical Planning and Inference 43 (1995), 355-380. [ bib ]
[34] Zheng, X., and Loh, W.-Y. Consistent variable selection in linear models. Journal of the American Statistical Association 90 (1995), 151-156. [ bib ]
[35] Ahn, H., and Loh, W.-Y. Tree-structured proportional hazards regression modeling. Biometrics 50 (1994), 471-485. [ bib ]
[36] Chaudhuri, P., Huang, M.-C., Loh, W.-Y., and Yao, R. Piecewise-polynomial regression trees. Statistica Sinica 4 (1994), 143-167. [ bib | http ]
[37] Loh, W.-Y., and Zheng, X. Bias and variance reduction in estimation of model dimension. Proceedings of the American Mathematical Society 122 (1994), 1263-1272. [ bib ]
[38] Loh, W.-Y., and Yu, X. Bounds on the size of the likelihood ratio test of independence in a contingency table. Journal of Multivariate Analysis 45 (1993), 291-304. [ bib ]
[39] Chen, H., and Loh, W.-Y. Bounds on AREs of tests following Box-Cox transformations. Annals of Statistics 20 (1992), 1485-1500. [ bib ]
[40] Qu, P., and Loh, W.-Y. Application of Box-Cox transformations to discrimination for the two-class problem. Communications in Statistics (Theory and Methods) 21 (1992), 2757-2774. [ bib ]
[41] Loh, W.-Y. Review of Fang, Kotz, and Ng: Symmetric Multivariate and Related Distributions. Technometrics 34 (1992), 235. [ bib ]
[42] Loh, W.-Y. Identification of active contrasts in unreplicated factorial experiments. Computational Statistics and Data Analysis 14 (1992), 135-148. [ bib ]
[43] Chen, H., and Loh, W.-Y. Consistency of the bootstrap for the transformed two-sample t-test. Communications in Statistics (Theory and Methods) 20 (1991), 997-1014. [ bib ]
[44] Loh, W.-Y. Bootstrap calibration for confidence interval construction and selection. Statistica Sinica 1 (1991), 477-491. [ bib ]
[45] Loh, W.-Y. Survival modeling through recursive stratification. Computational Statistics and Data Analysis 12 (1991), 295-313. [ bib ]
[46] Chen, H., and Loh, W.-Y. Uniform robustness against nonnormality of the t and F tests. Communications in Statistics (Theory and Methods) 19 (1990), 3707-3727. [ bib ]
[47] Lehmann, E. L., and Loh, W.-Y. Pointwise versus uniform robustness of some large-sample tests and confidence intervals. Scandinavian Journal of Statistics 17 (1990), 177-187. [ bib ]
[48] Kademan, E., Loh, W.-Y., and Vanichsetakul, N. An improved version of FACT with S front-end. American Statistician 43 (1989), 273. [ bib ]
[49] Loh, W.-Y. Bounds on the size of the χ2-test of independence in a contingency table. Annals of Statistics 17 (1989), 1709-1722. [ bib ]
[50] Wolberg, W. H., Tanner, M. A., and Loh, W.-Y. Fine needle aspiration for breast mass diagnosis. Archives of Surgery 124 (1989), 814-818. [ bib ]
[51] Loh, W.-Y. Discussion of Hall: Theoretical comparison of bootstrap confidence intervals. Annals of Statistics 16 (1988), 972-976. [ bib ]
[52] Loh, W.-Y. Review of Meulman: A Distance Approach to Nonlinear Multivariate Analysis. Journal of the American Statistical Association 83 (1988), 913. [ bib ]
[53] Loh, W.-Y., and Vanichsetakul, N. Tree-structured classification via generalized discriminant analysis (with discussion). Journal of the American Statistical Association 83 (1988), 715-728. [ bib ]
[54] Wolberg, W. H., Tanner, M. A., and Loh, W.-Y. Diagnostic schemes for fine needle aspirates of breast masses. Analytical and Quantitative Cytology and Histology 10 (1988), 225-228. [ bib ]
[55] Loh, W.-Y. Calibrating confidence coefficients. Journal of the American Statistical Association 82 (1987), 155-162. [ bib ]
[56] Loh, W.-Y. Does the correlation coefficient really measure the degree of clustering around a line? Journal of Educational Statistics 12 (1987), 235-239. [ bib ]
[57] Loh, W.-Y. Some modifications of Levene's test of variance homogeneity. Journal of Statistical Computation and Simulation 28 (1987), 213-226. [ bib ]
[58] Loh, W.-Y., and Wu, C. F. J. Discussion of Efron: Better bootstrap confidence intervals. Journal of the American Statistical Association 82 (1987), 188-190. [ bib ]
[59] Wolberg, W. H., Tanner, M. A., Loh, W.-Y., and Vanichsetakul, N. Statistical approach to fine needle aspiration diagnosis of breast masses. Acta Cytologica 31 (1987), 737-741. [ bib ]
[60] Loh, W.-Y. Testing multivariate normality by simulation. Journal of Statistical Computation and Simulation 26 (1986), 243-252. [ bib ]
[61] Loh, W.-Y. Improved estimators for ratios of variance components. Journal of the American Statistical Association 81 (1986), 699-702. [ bib ]
[62] Loh, W.-Y. The Cauchy mean value property for M-estimates. Journal of Statistical Planning and Inference 12 (1985), 265-267. [ bib ]
[63] Loh, W.-Y. A note on the geometry of Kullback-Leibler information numbers. Communications in Statistics (Theory and Methods) 14 (1985), 895-904. [ bib ]
[64] Loh, W.-Y. A new method for testing separate families of hypotheses. Journal of the American Statistical Association 80 (1985), 362-368. [ bib ]
[65] Loh, W.-Y. Bounds on AREs for restricted classes of distributions defined via tail-orderings. Annals of Statistics 12 (1984), 685-701. [ bib ]
[66] Loh, W.-Y. Estimating an endpoint of a distribution with resampling methods. Annals of Statistics 12 (1984), 1543-1550. [ bib ]
[67] Loh, W.-Y. A new generalization of the class of NBU distributions. IEEE Transactions on Reliability R-33 (1984), 419-422. [ bib ]
[68] Loh, W.-Y. Random quotients and robust estimation. Communications in Statistics (Theory and Methods) 13 (1984), 2757-2769. [ bib ]
[69] Loh, W.-Y. Partially adaptive robust estimators of location via exponential embedding. Communications in Statistics (Theory and Methods) 13 (1984), 2549-2570. [ bib ]
[70] Loh, W.-Y. Strong unimodality and scale mixtures. Annals of the Institute of Statistical Mathematics 36 (1984), 441-449. [ bib ]

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