Consistent model selection and data‐driven smooth tests for longitudinal data in the estimating equations approach

By Lan Wang, Annie Qu. 2009

78 citations recorded by the source corpus.

Subfields: Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/759582a40c4399bfb979cf093c6202a77672271d

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In Statistics and Probability

1. Li Wang
2. Hua Liang
3. Lan Xue
4. Jianhui Zhou
5. Annie Qu
6. Xinyu Zhang
7. Lijian Yang
8. Chenlei Leng

Citations in the corpus

• Estimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates (2014, background): “As indicated in [26], the one using the full likelihood, if it is available, has better finite sample performance when the sample size is small.”
• Informative Estimation and Selection of Correlation Structure for Longitudinal Data (2012, methodology): “We also explore generalized crossvalidation (GCV), the Akaike’s information criterion (AIC), BIC, and residual information criterion (RIC) to select λ by replacing the likelihood function with the QIF as in Wang and Qu (2009).”