Semiparametric Nonlinear Mixed-Effects Models and Their Applications

By Chunlei Ke, Yuedong Wang. 2001

127 citations recorded by the source corpus.

Subfields: Management Science and Operations Research, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/711bb4753d691c666df6ea820e67ce2b7aa1f9a2

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Management Science and Operations Research

1. Ciprian M. Crainiceanu
2. Jane-ling Wang
3. Sonja Greven
4. Matt P. Wand
5. A. Peters
6. Helmut Küchenhoff
7. Yuedong Wang
8. Simon N. Wood

In Statistics and Probability

1. Sonja Greven
2. Ciprian M. Crainiceanu
3. Helmut Küchenhoff
4. Jane-ling Wang
5. Matt P. Wand
6. Simon N. Wood
7. A. Peters
8. Yuedong Wang

Citations in the corpus

• Nonparametric Regression Analysis of Longitudinal Data (2005, methodology): “A more general semiparametric model which includes SEMOR is recently proposed in [11].”
• Restricted Likelihood Ratio Testing for Zero Variance Components in Linear Mixed Models (2008, methodology): “To allow sufficient flexibility for the alternative, we use low-rank thin plate splines, radial smoothers, which extend easily to the multivariate case (French, Kammann, and Wand 2001; Ruppert, Wand, and Carroll 2003).”
• Smoothing Splines: Methods and Applications (2011, methodology): “As an extension of the NLME model, Ke and Wang (2001) proposed the following class of semiparametric nonlinear mixed-effects (SNM) models: yij = Nij(φij ,f) + ǫij , i = 1, .”
• Smoothing and mixed models (2003, background): “Ke and Wang, 2001 ) have criticised having to specify the knots, but I think that it is small price to pay for the computational advantages that penalised splines offer (Section 3.2.1).”
• Semi-parametric estimation of shifts (2007, unknown): “19 36 v1 [ m at h. ST ] 1 2 D ec 2 00 7 Vol. 1 (2007) 616–640 ISSN: 1935-7524 DOI: 10.1214/07-EJS026”