2011
Zhang, X.Y.; Liang, H. "Focused Information Criterion and Model Averaging for Generalized Additive Partial Linear Models". The Annals of Statistics. 2011; 39(1): 174-200.
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2010
Liang, H.; Miao, H.; Wu, H. "Estimation of constant and time-varying dynamic parameters of HIV Infection in a nonlinear differential equation model". Annals of Applied Statistics. 2010; 4(1): 460-483.
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2010
Su, H.; Liang, H. "An empirical likelihood-based method for comparison of treatment effects-test of equality of coefficients in linear models". Computational Statistics and Data Analysis. 2010; 54(4): 1079-1088.
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2010
Wood, R; Liang, H.; Wu, H.; Middelkoop, K.; Oni, T.; Rangaka, M.X.; Wilkinson, R.J.; Bekker, L.G.; Lawn, S. "Changing prevalence of tuberculosis infection with increasing age in high-burden townships in South Africa." The International Journal of Tuberculosis and Lung Disease. 2010; 14(4): 406-412.
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2010
Fernandez, I.D.; Su, H.Y.; Winters, P.; Liang, H. "Association of workplace chronic and acute stressors with employee weight status: data from worksites in turmoil". Journal of Occupational and Environmental Medicine. 2010; 52(Suppl 1): S34-41.
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2010
Liang, H.; Liu, X.; Li, R.; Tsai, C.L. "Estimation and Testing for Partially Linear Single-Index Models." Annals of Statistics. 2010; 38(6): 3811-3836.
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2010
Du, P.; Ma, S.; Liang, H. "Penalized variable selection procedure for Cox models with semiparametric relative risk". The Annals of Statistics. 2010; 38(4): 2092-2117.
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2010
Liu, X.; Wang, L.; Liang, H. "Estimation and Variable Selection for Semiparametric Additive Partial Linear Models". Statistica Sinica. 2010; SS-09-140R2.
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2010
Deng, D.H.; Liang, H. "Model Averaging for Semiparametric Additive Partial Linear Models". Science China Mathematics. 2010; 53(5): 1363-1376.
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2010
Chen, R.; Liang, H.; Wang, J. "Determination of Linear Components in Additive Models". Journal of Nonparametric Statistics. 2010; .
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2010
Wang, J.; Liang, H.; Bacheler, L.; Wu, H.; Deriziotis, K.; Demeter, L.; Dykes, C. "The Non-Nucleoside Reverse Transcriptase Inhibitor Efavirenz Stimulates Replication of Human Immunodeficiency Virus Type 1 Harboring Certain Non-Nucleoside Resistance Mutations". Virology. 2010; 402(2): 228-237.
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2009 Apr
Wang J, Liang H, Zou G. "Optimal 2-stage design with given power in association studies." Biostatistics (Oxford, England). 2009 Apr 0; 10(2):324-6. Epub 2008 Dec 03.
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2009
Liang, H.; Song, W. X. "Improved estimation in multiple linear regression model with
measurement error and general constraint". Journal of Multivariate Analysis. 2009; 100(4): 726-741.
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2009
Yi, G.Y.; He, W.Q.; Liang, H. "Analysis of correlated binary data under partially linear single-index logistic models". Journal of Multivariate Analysis. 2009; 100(2): 278-290.
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2009
Zhou, Y.; Liang, H. "Statistical inference for semiparametric varying-coefficient partially linear models with error-prone linear covariates." The Annals of Statistics. 2009; 37(1): 427-458.
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2009
Liang, H. "Generalized partially linear mixed-effects models incorporating mismeasured covariates". Annals of the Institute of Statistical Mathematics. 2009; 61(1): 27-46.
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2009
Su, H.; Qin, Y.; Liang, H. "Empirical Likelihood-Based Confidence Interval of ROC Curves". Statistics in Biopharmaceutical Research. 2009; 1(4): 407-414.
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2009
Yi, G.Y.; He, W.; Liang, H. "Semiparametric marginal and association regression
methods for clustered binary data". Annals of the Institute of Statistical Mathematics. 2009; DOI 10.1007/s10463-009-0239-z.
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2009
Liang. H.; Su, H.; Thurston, S.W.; Meeker, J.D.; Hauser, R. "Empirical Likelihood based Inference for Additive Partial Linear Measurement Error Models." Statistics and its Interface. 2009; 2(1): 83-90.
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2009
Liang, H.; Qin, Y.S.; Zhang, X.Y.; Ruppert, D. "Empirical-Likelihood-Based Inferences for Generalized Partially Linear Models". Scandinavian Journal of Statistics: Theory and Applications. 2009; 36(3): 433-443.
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2009
Xue, L.; Liang, H. "Polynomial spline estimation for generalized additive coefficient model". Scandinavian Journal of Statistics: Theory and Applications. 2009; 37(1): 26-46.
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2009
Liang, H.; Li, R.Z. "Variable Selection for Partially Linear Models with Measurement Errors". Journal of the American Statistical Association. 2009; 104(485): 234-248.
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2009
Wang, J.X.; Liang, H.; Zou, G.H. "Optimal 2-stage design with given power in association studies". Biostatistics. 2009; 10(2): 324-326.
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2009
Wu, X.Y.; Liang, H.; Zou, G.H. "Unbiased invariant least square estimation in a generalized growth curve model". Sankhya Series A. 2009; 71(1): 73-93.
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2008 May
Liang, H. "Generalized partially linear models with missing covariates". Journal of Multivariate Analysis. 2008; 99(5): 880-895.
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2008 Apr
Liang H. "Evaluation of change in CD4+ cell counts in AIDS clinical trials." Statistical methods in medical research. 2008 Apr 0; 17(2):141-50. Epub 2007 Aug 14.
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2008
Huang, Y.X.; Liang, H.; Wu, H.L. "Identifying significant covariates for anti-HIV treatment response: mechanism-based differential equation models and empirical semiparametric regression models." Statistics in Medicine. 2008; 27(23): 4722-4739.
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2008
Liang, H.; Wu, H.L.; Zou, G. H. "A note on conditional AIC for linear mixed-effects
models". Biometrika. 2008; 95(3): 773-778.
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2008
Liang, H.; Thurston, S.; Ruppert, D.; Apanasovich, T.; Hauser, R. "Additive partial linear models with measurement errors". Biometrika. 2008; 95(3): 667-678.
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2008
Liang, H.; Qin, Y.S. "Empirical likelihood based inferences for partial linear models with missing covariates". Australian and New Zealand Journal of Statistics. 2008; 50(4): 347-359.
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2008
Liang, H.; Zhou, Y. "Semiparametric inference to ROC curve with censoring". Scandinavian Journal of Statistics. 2008; 35(2): 212-227.
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2008
Liang, H.; Zou, G.H. "Improved AIC selection strategy for survival analysis." Computational Statistics and Data Analysis. 2008; 52(5): 2538-2548.
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2008
Li, R.Z.; Liang, H. "Variable selection in semiparametric regression modeling." The Annals of Statistics. 2008; 36(1): 261-286.
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2008
Liang, H.; Wu, H. "Parameter estimation for differential equation models using a framework of measurement error in regression models". Journal of the American Statistical Association. 2008; 103(484): 1570-1583.
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2008
Liang, H.; Su, H.Y.; Zou, G.H. "Confidence Intervals for a Common Mean with Missing Data with Applications in an AIDS Study." Computational Statistics and Data Analysis. 2008; 53(2): 545-553.
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2008
Liang, H. "Generalized partially linear mixed-effects models incorporating mismeasured covariates." Annals of the Institute of Statistical Mathematics. 2008; 61(1): 27-46.
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2007 Feb
Liang H. "Comparison of antitumor activities in tumor xenograft treatment." Contemporary clinical trials. 2007 Feb 0; 28(2):115-9. Epub 2006 May 17.
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2007
Liang, H.; Zou, G.H. "Analysis of relation between virologic responses and immunologic responses, patient's factors in AIDS clinical trials using semiparametric mixed-effects models." Biometrical Journal. 2007; 49(3): 406-415.
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2007
Treanor, J. J.; Schiff, G. M.; Hayden, F. G.; Brady, R. C.; Hay, C. M.; Meyer, A. L.; Wiltse, J. H.; Liang, H.; Gilbert, A.; Cox, M. "Safety and immunogenicity of a baculovirus-expressed hemagglutinin influenza vaccine: A randomized controlled trial." Journal of the American Medical Association. 2007; 297(15): 1557-1582.
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2007
Liang, H.; Wang, S. J.; Carroll, R. "Partially linear models with missing response variables and error-prone covariates". Biometrika. 2007; 94(1): 185-198.
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2007
Liang, H. "Segmental modeling of changing viral load to assess drug resistance in HIV infection." Statistical Methods in Medical Research. 2007; 16(4): 365-373.
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2007
He, Y.; Huang, W.; Liang, H. "Axiomatic Development of Profile Likelihoods as the Strength of Evidence for Composite Hypotheses". Communications in Statistics. 2007; 36(15): 2695-2706.
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2006 Nov 17
Treanor J, Wu H, Liang H, Topham DJ. "Immune responses to vaccinia and influenza elicited during primary versus recent or distant secondary smallpox vaccination of adults." Vaccine. 2006 Nov 17; 24(47-48):6913-23. Epub 2006 Jun 21.
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2006 Jun
Liang H. "A new method of evaluating antitumor activity from measured tumor volumes." Contemporary clinical trials. 2006 Jun 0; 27(3):269-73. Epub 2006 Jan 04.
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2006 Jun
Liang H. "Checking linearity of non-parametric component in partially linear models with an application in systemic inflammatory response syndrome study." Statistical methods in medical research. 2006 Jun 0; 15(3):273-84.
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2006 May
Liang, H.; Xiao, Y.H. "Penalized splines for longitudinal data with an application in AIDS studies". Journal of Modern Applied Statistical Method. 2006; 5(1): 130-139.
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2006
McCullers, J.A.; Kathleen M.; Speck, K.M.; Williams, B.F.; Liang, H.; Mirro, J. "Increased influenza vaccination of healthcare workers at a pediatric cancer hospital: Results of a comprehensive influenza vaccination campaign." Infection Control and Hospital
Epidemiology. 2006; 27(1): 77-79.
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2006
Zhou, X.; Liang, H. "Semi-parametric single-index two-part regression models". Statistics and Data Analysis. 2006; 50(5): 1378-1390.
|
2006
Liang, H. "Estimation in partially linear models and numerical comparisons". Computational Statistics and Data Analysis. 2006; 50(3): 675-687.
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2005 Jun
Liang H. "Modeling antitumor activity in xenograft tumor treatment." Biometrical journal. Biometrische Zeitschrift. 2005 Jun 0; 47(3):358-68.
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2005 May
Woo MH, Peterson JK, Billups C, Liang H, Bjornsti MA, Houghton PJ. "Enhanced antitumor activity of irofulven in combination with irinotecan in pediatric solid tumor xenograft models." Cancer chemotherapy and pharmacology. 2005 May 0; 55(5):411-9. Epub 2004 Oct 16.
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2005
Zhou, Y.; Liang, H. "Empirical-likelihood-based semiparametric inference for the treatment effect in the two-sample problem with censoring". Biometrika. 2005; 92(2): 271-282.
|
2005
Liang, H.; Ren, H.B. "Generalized partially linear measurement error models". Journal of Computational and Graphical Statistics. 2005; 14(1): 237-250.
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2005
Liang, H.; Wang, N.S. "Partially linear single-index measurement error models." Statistica Sinica. 2005; 15: 99-116.
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2004 Nov
Schmidt JE, Morgan JI, Rodriguez-Galindo C, Webb DL, Liang H, Tamburro RF. "Heme oxygenase-1 messenger RNA expression is induced in peripheral blood mononuclear cells of pediatric cancer patients with systemic inflammatory response syndrome." Pediatric critical care medicine : a journal of the Society of
Critical Care Medicine and the World Federation of Pediatric Intensive and
Critical Care Societies. 2004 Nov 0; 5(6):554-60.
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2004 May
Liang, H. "Comparison of curves based on Cramer-von Mises statistic". Computational Statistics and Data Analysis. 2004; 45(4): 805-812.
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2004 May
Ren, H.B.; Liang, H. "Heteroscedasticity check with application in systemic inflammatory response syndrome study." Far East Journal of Theoretical Statistics. 2004; 12(1): 33-46.
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2004 May
Gaur, A.H.; Liang, H.; Bitar, W.; Zhou, H.; Hu, J.; Flynn, P. "Monitoring immune status in pediatric patients with HIV - are frequent CD4 assays necessary?". Abstract for Pediatric Academic Societies Annual Meeting May 1 - 4, 2004, San Francisco, California.. 2004; .
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2004 May
Liang H, Sha N. "Modeling antitumor activity by using a non-linear mixed-effects model." Mathematical biosciences. 2004 May 0; 189(1):61-73.
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2004
Ren, H. B.; Zhou, X. H.; Liang, H. "A flexible method for estimating ROC curve". Journal of Applied Statistics. 2004; 31(7): 773-784.
|
2004
Liang, H.; Wang, S. J.; Robins, J.; Carroll, R. "Estimation in partially linear models with missing covariates". Journal of the American Statistical Association. 2004; 99(466): 357-367.
|
2004
Wu, H. L.; Zhao, C. X.; Liang, H. "Comparisons of linear model, nonlinear model and
semiparametric model for estimating HIV dynamic parameters". Biometrical Journal. 2004; 46(2): 233-245.
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2004
Wu, H.L.; Liang, H. "Backfitting random varying-coefficient models with time-dependent smoothing covariates". Scandinavian Journal of Statistics. 2004; 31(1): 3-19.
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2003 Apr
Liang H, Wu H, Carroll RJ. "The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error." Biostatistics (Oxford, England). 2003 Apr 0; 4(2):297-312.
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2003
Liang, H.; Hardle, W. "Partially linear models with heteroscedastic variances". Journal of the Japanese Society of Computational Statistics (Special Issue). 2003; 15: 89-104.
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2003
Li, C.S., Liang, H., Hsieh, Y.H., Twu, S.J. "Comparison of viral trajectories in AIDS Studies by using nonparametric mixed-effects models". Journal of Modern Applied Statistical Methods. 2003; 2(2): 443-450.
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2003
Liang, H. "Working-independence or covariance-weight should be used in nonparametric kernel regression for longitudinal data?". Bulletin of the ISI 54th Session, Preceedings. 2003; : 318-322.
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2003
Zhou, Y.; Liang, H. "Asymptotic Properties for L 1 Norm Kernel Estimator of Conditional Median Under Dependence". Journal of Nonparametric Statistics. 2003; 15(2): 205-219.
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2001
Galindo,C.; Liang, H.; Kauermann, G.; Carroll, R. "Bootstrap confidence intervals for local likelihood, local estimating equations and varying coefficient models." Statistica Sinica. 2001; 11: 121-134.
|
2000
Liang, H.; Hardle, W.; Sommerfeld, V. "Bootstrap approximations in a partially linear regression model". Journal of Statistical Planning and Inference. 2000; 91(2): 413-426.
|
2000
He, X.M.; Liang, H. "Quantile regression estimates for a class of linear and partially
linear errors-in-variables models". Statistica Sinica. 2000; 10: 129-140.
|
2000
Zhou, Y.; Liang, H. "Asymptotic Normality for L1 Norm Kernel Estimator of Conditional Median under ?-Mixing Dependence". Journal of Multivariate Analysis. 2000; 73(1): 129-140.
|
2000
Liang, H. "Asymptotic normality of parametric part in partly linear models with measurement error in the nonparametric part". Journal of Statistical Planning and Inference. 2000; 86(1): 51-62.
|
2000
Liang, H. "A necessary and sufficient condition of the sum of weighting random variables converges to a normal distribution". Econometric Theory. 2000; 16(4; Problems & Solutions 00.4.2): 619.
|
2000
Liang, H. "A necessary and sufficient condition for a sequence of random variables converging to a normal distribution". Econometric Theory. 2000; 16(1; Problems & Solutions 00.1.2): 143.
|
2000
Liang, H.; Hardle, W.; Werwatz. "Asymptotic Normality of the Nonparametric Part in Partially Linear Heteroskedastic Models". Econometric Theory. 2000; 16(1, Problems & Solutions 99.2.2): 146.
|
2000
Liang, H. "A modified estimator of the error variance in linear errors-in-variables models". Econometric Theory. 2000; 16(3; Problems & Solutions 99.4.2): 453.
|
1999
Liang, H.; Hardle, W.; Carroll, R. J. "Estimation in semiparametric partial linear errors-in-variables model." The Annals of Statistics. 1999; 27(5): 1519-1536.
|
1999
Liang, H.; Zhu, L. X.; Zhou, Y. "Asymptotically efficient estimation based on wavelet of
expectation value in a partial linear model." Communications in Statistics-Theory and Methods. 1999; 28(9): 2045-2055.
|
1999
Liang, H.; Hardle, W. "Large sample theory of estimation of error distribution for semi-
parametric models." Communications in Statistics-Theory and Methods. 1999; 28: 2025-2036.
|
1999
Liang, H.; Hardle, W.; Werwarz, A. "Asymptotic normality of the nonparametric part in partially linear heteroskedastic models". Econometric Theory. 1999; 15(Problems & Solutions 99.2.2): 258.
|
1999
Liang, H. "An application of Bernstein's inequality". Econometric Theory. 1999; 15(1; Problems & Solutions 99.1.3): 152.
|
1999
Liang, H. "A modified estimator of the error variance in errors-in-variables models". Econometric Theory. 1999; 15(Problems & Solutions 99.4.2): 629.
|
1999
Liang, H. "An Application of Beinstein's Inequality". Econometric Theory. 1999; 15(6; Problems & Solutions 99.1.3): 905-906.
|
1998
Liang, H. "The LIL for the estimates of the parameters in a partly linear regression model." Taiwanese Journal of Mathematics. 1998; 3(4): 517-528.
|
1998
Liang, H.; Zhou, Y. "Asymptotic normality in a semiparametric partially linear model
with right-censored data". Communications in Statistics-Theory and Methods. 1998; 27: 2895-2907.
|
1998
Liang, H.; Zhou, Y. "A modified estimator of error variance in a partly linear model." Communications in Statistics-Theory and Methods. 1998; 27(4): 819-825.
|
1997
Gao, J.T.; Liang, H. "Asymptotic theory in semiparametric index regression models." Annals of the Institute of Statistical Mathematics. 1997; 49(3): 493-517.
|
1997
Zou, G.H.; Liang, H. "Admissibility of the usual estimators under error-in-variables superpopulation model." Statistics and Probability Letters. 1997; 32(3): 301-309.
|
1996
Liang, H. "A sufficient and necessary condition on Cramer asymptotic efficiency in a semiparametric model". Chinese Journal of Applied Probability and Statistics. 1996; 9(328-330).
|
1996
Gao, J.T.; Hong, S.Y.; Liang, H. "The Berry-Esseen bounds of error variance estimation
in partly linear models". Chinese Annals of Mathematics. 1996; 17: 447-490.
|
1996
Liang, H.; Zhou, Y. "Asymptotic efficiency in generalized semiparametric models". Journal of China Statistics. 1996; 34: 288-295.
|
1996
Liang, H. "Second order asymptotic efficiency in a partly autoregression model." Journal of System Sciences and Mathematical Sciences. 1996; 9: 164-170.
|
1996
Liang, H. "Asymptotic efficiency in semiparametric models." Advances in National Sciences. 1996; 6: 26-35.
|
1996
Liang, H.; Zou, G.H. "Asymptotically linear estimation in generalized linear models." Communications in Statistics-Theory and Methods. 1996; 25: 937-945.
|
1996
Liang, H.; Chen, G.J. "Asymptotic efficiency in two classes single-parametric two-truncated distributions". Journal of System Sciences and Mathematical Sciences. 1996; 9: 278-282.
|
1996
Liang, H.; Huang, S.M. "Some applications of semiparametric partly linear models in economics". Science Decision. 1996; .
|
1995
Liang, H. "On Bahadur asymptotic efficiency of maximum likelihood estimator for a generalized semiparametric model". Statistica Sinica. 1995; 5: 363-371.
|
1995
Liang, H.; Yuan, Y.H. "On the best uniform convergence rate of EB estimators in uniform distribution family". Journal of System Sciences and Mathematical Sciences. 1995; 8(52-56).
|
1995
Liang, H. "On asymptotic medial unbiased estimation in truncated-type distribution family." Journal of System Sciences and Mathematical Sciences. 1995; 8: 128-133.
|
1995
Huang, S.M.; Liang, H. "Inflation, industries growth rate and Gini coefficient in the long-
term economic-growth". Quantitative & Technical Economics. 1995; 4: 21-28.
|
1995
Liang, H. "Asymptotic efficiency in a partly autoregression model." Chinese Journal of Applied Probability and Statistics. 1995; 11: 235-246.
|
1995
Gao, J.T.; Liang, H. "Asymptotic normality of pseudo-LS estimator for partly autoregression models". Statistics and Probability Letters. 1995; 23(1): 27-34.
|
1995
Liang, H. "Second order asymptotic efficiency of PMLE in generalized linear models." Statistics and Probability Letters. 1995; 24(3): 273-279.
|
1995
Liang, H. "A note on asymptotic normality for non-parametric multiple regression: the fixed design case". SooChow Journal of Mathematics. 1995; 21(4): 395-399.
|
1994
Liang, H. "On the smallest possible asymptotically efficient variance in semiparametric models". Journal of System Sciences and Mathematical Sciences. 1994; 7(1): 29-33.
|
1994
Liang, H. "The Berry-Esseen bounds of error variance estimation in a semiparametric regression model." Communications in Statistics-Theory and Methods. 1994; 23: 3439-3452.
|
1993
Liang, H.; Cheng, P. "Second order asymptotic efficiency in a partial linear model." Statistics and Probability Letters. 1993; 18(1): 73-84.
|
1992
Liang, H.; Cheng, P. "Construction of asymptotically efficient estimator in a semiparametric model." Chinese Science Bulletin. 1992; 37: 1924-1927.
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