Empirical likelihood-based dimension reduction inference for linear error-in-responses models with validation study

Dimension reduction in partly linear err

Dimension reduction in partly linear error-in-response models with validation data

✍ Qihua Wang 📂 Article 📅 2003 🏛 Elsevier Science 🌐 English ⚖ 220 KB

Consider partial linear models of the form Y ¼ X t b þ gðTÞ þ e with Y measured with error and both p-variate explanatory X and T measured exactly. Let Ỹ be the surrogate variable for Y with measurement error. Let primary data set be that containing independent observations on ð Ỹ; X ; TÞ and the va