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Biostatistics for Immunologists

What Course
When 2008-04-23
from 02:00 pm to 03:00 pm
Where MRBX G-11213
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Hua Liang - Model fitting and parameter estimation

This lecture focuses on modeling fitting and parameter estimation. I will introduce linear, nonlinear and generalized linear models estimation. Then, I will talk about model diagnostics for these three kinds of models. I may spend more time on nonparametric regression methods, which aim at nonparametric models when the parametric model is too restrictive or sometimes may not exist. The nonparametric techniques are very useful in exploratory data analysis. Specifically, I will focus on local constant regression and smoothing spline.

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