Research Interests
Education
1987 
Ph.D., Programs in Mathematical Sciences (majored in Statistics), The University of Texas at Dallas 
1983 
M.A., Mathematics, The University of Texas at Austin 
1976 
B.S., Mathematics,
National Taiwan Normal University 
Professional
Experience
Jul. 1999  present 
Research Fellow, Institute of Statistical Science, Academia Sinica 
Oct. 1992 Jul. 1999 
Associate Research Fellow, Institute of Statistical Science,
Academia Sinica 
Sep. 1995  Sep. 1996 
Visiting Scholar (Fellowship, National Science Council,
Republic of China), Institute of Statistics, University of Munich, Germany 
Jun. 1991  Oct. 1992 
Assistant Research Fellow, Institute of Statistical Science,
Academia Sinica 
Sep. 1990  May 1991 
Lecturer, Department of Mathematics,
The University of Texas at Austin 
Aug. 1988  Jul. 1990 
Associate Professor, Department of Mathematics, Tamkang University, Taiwan,
Republic of China 
Jan. 1988  May 1988

Visiting Assistant Professor, Department of Mathematics,
Texas A&M University

Sep. 1987  Dec. 1987 
Lecturer, Programs in Mathematical Sciences, The University of Texas at Dallas 
Professional
Activities
Vol. 52, 2007 
Guest Coeditor, Special Issue on Total Least Squares and
ErrorsInVariables Modeling, Computational Statistics and Data Analysis

Aug. 1999  Jul. 2005 
Associate Editor, Statistica Sinica

Grant and Awards
[1]
Research Award: 19881989, 19912001, NSC (National Science Council),
Taiwan,
Republic of China. 
[2]
Fellowship for visiting University of Munich, Germany: September 1995  September 1996,
NSC. 
[3]
Exchange Visitor, 25 May 1998 to 4 July 1998. University of Munich, Germany. Fund jointly provided by DAAD (German Academic Exchange Service)
and NSC. 
[4]
Exchange Visitor, 15 September 1999 to 14 October 1999. University of Munich, Germany. PPP (Programme for Projectbased Personnel Exchange) provided
by DAAD and NSC. 
[5]
Exchange Visitor, 11 July 2000 to 31 July 2000. University of Munich, Germany. PPP
provided by DAAD and NSC. 
Publications
A. Articles in Refereed Journals.
[1]
CL. Cheng and J. W. Van Ness (1991). "On the unreplicated ultrastructural model."
Biometrika, Vol. 78, No.2, 442445. 

[2]
CL. Cheng and J. W. Van Ness (1992). "Generalized Mestimators for
errorsinvariables regression.'' The Annals of Statistics, Vol. 20, No.1, 385397. 

[3]
CL. Cheng (1992). "Robust linear regression via bounded influence Mestimators.'' Journal of Multivariate Analysis, Vol. 40, No.1,
158171. 

[4]
CL. Cheng and J. W. Van Ness (1994). "On estimating the linear relationships when both variables are subject to errors.'' Journal of the Royal Statistical Society Series B, Vol. 56, No.1,
167183. 

[5] CL. Cheng and J. W. Van Ness (1997). "Robust calibration." Technometrics, Vol. 39, No. 4, 401411. 

[6] CL. Cheng and H. Schneeweiss (1998).
"Polynomial regression with
errors in the variables.'' Journal of the Royal Statistical Society Series B, Vol. 60, Part 1, 189199. 

[7] CL. Cheng, H. Schneeweiss and M. Thamerus (2000). "A small sample
estimator for a polynomial regression with errors in the variables.'' Journal of the Royal Statistical Society Series B, Vol. 62, Part 4, 699709. 

[8] CL. Cheng, and A. Kukush (2004). " A goodnessoffit test in a polynomial errorsinvariables model.'' Ukrainian Mathematical Journal, Vol. 56, No.4, 641661. 

[9] CL. Cheng and CL. Tsai (2004). "The invariance of some score
tests in the linear model with classical measurement error.'' Journal of the American Statistical Association, Vol. 99,
No.467, 805809. 

[10] H. Schneeweiss and CL. Cheng (2006). "Bias of the structural quasi score estimator of a measurement error model under
misspecification of the regressor distribution." Journal of Multivariate Analysis, Vol. 97,
No.2, 455473. 

[11] CL. Cheng and A. Kukush (2006). "Nonexistence of the first moment of the adjusted least squares estimator in multivariate errorsinvariables model." Metrika,
Vol. 64, No.1, 4146. 

[12] CL. Cheng and J. Riu (2006). "On estimating linear relationships when both variables are subject to heteroscedastic measurement errors." Technometrics,
Vol. 48, No.4, 511519. 

[13] C.L. Cheng, Shalabh, and Garg G. (2014). Coefficient of determination for multiple measurement error models. Journal of Multivariate Analysis,
126, 137152. 

[14] C.L. Cheng, J.R. Tsai (2015). On interval estimation in linear relationships with heteroscedastic measurement errors in both axes. Chemometrics and Intelligent Laboratory Systems, 142, 276–284. 

[15] CL. Cheng, Shalabh, and Garg G. (2016). Goodness of fit in restricted measurement error models. Journal of Multivariate Analysis,
145, 101116. 

[16] C.L. Cheng, J.R. Tsai and H. Schneeweiss (2019). Polynomial regression with heteroscedastic measurement errors in both axes: Estimation and hypothesis testing. Statistical Methods in Medical Research, Vol. 28 (9), 2681–2696. 

[17] C.L. Cheng, Shalabh, A. Chaturvedi (2019). Goodness of fit for generalized shrinkage estimation. Teoriya Imovirnostei ta Matematychna Statystyka (Theory of Probability and Mathematical Statistics), 100, No. 1, 177197. 
B. Articles in Refereed Proceedings.
[1] CL. Cheng and J. W. Van Ness (1990). "Bounded influence
errorsinvariables regression,'' In Statistical Analysis of Measurement Error Models and
Applications. P. Brown and W. Fuller, eds. Contemporary Mathematics,
Vol.
112, 227241. American Mathematical Society. Providence, Rhode
Island. 

[2] CL. Cheng and CL. Tsai (1995). "Estimating linear measurement error
models via Mestimators.'' In Symposia Gaussiana: Proceedings of Second
Gauss Symposium, Conference B: Statistical Sciences. 247259. V. Mammitzsch
and H. Schneeweiss, eds. Berlin: Walter de Gruyter. 

[3] CL. Cheng and J. W.
Van Ness (1997). "Structural and functional models
revisited.'' In Recent Advances in Total Least Squares Techniques and
ErrorsinVariables Modeling. 3750. S. Van Huffel ed. Philadelphia: SIAM. 

[4] CL. Cheng and H. Schneeweiss (1998).
"Note on two estimators for the
polynomial regression with errors in the variables.'' In Statistical Modeling: Proceedings of the 13th International Workshop on Statistical
Modeling. 141147. B. Marx and H. Friedl eds. New Orleans, Louisiana. 

[5] CL. Cheng and J. W. Van Ness (1998). "Errors in variables in econometrics."
In Econometrics in Theory and Practice: Festschrift for H. Schneeweiss. 313. R. Galata and H. Kuchenhoff eds. Berlin: PhysicaVerlag. 

[6] CL. Cheng and H. Schneeweiss (2002). "On the polynomial measurement
error model.'' In Total Least Squares and ErrorsinVariables Modeling.
131143. S. Van Huffel and P. Lemmering eds. Dordrecht: Kluwer. 

[7]
H. Schneeweiss, CL. Cheng and R. Wolf (2002). "On the bias
of structural estimation methods in a polynomial regression with measurement error
when the distribution of the latent covariate is a mixture of normals."
Contributions to Modern EconometricsFrom Data Analysis to Economic
Policy. 209222. I. Klein and S. Mittnik eds. Boston: Kluwer. 
C. Monograph.
[1] CL. Cheng and J. W. Van Ness (1999). Statistical Regression with
Measurement Error. London: Arnold and New York: Oxford University Press. Kendall's Library of Statistics 6.
Files: Book reviews 
D. Unpublished manuscripts.
[1] CL. Cheng and CL. Tsai (1993). "Diagnostics in measurement error model.'' 

[2] CL. Cheng and CL. Tsai (1994). "The comparisons of three different
linear calibration estimators in measurement error models.'' 

[3] CL. Cheng (1994).
"On generalized least squares and least squares.'' 

[4] CL. Cheng (1997). "On the polynomial Berkson model.'' 


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