Now showing items 1-4 of 4
Application of chemometric analysis to UV-visible and diffuse near-infrared reflectance spectra.
Multivariate analysis of spectroscopic data has become more common place in analytical investigations due to several factors, including diode-array spectrometers, computer-assisted data acquisition systems, and chemometric ...
A restriction method for the analysis of discrete longitudinal missing data.
Clinical trial endpoints are traditionally either physical or laboratory responses. However, such endpoints fail to reflect how patients feel or function in their daily activities. Missing data is inevitable in most every ...
Selected topics in statistical discriminant analysis.
This dissertation consists of three selected topics in statistical discriminant analysis: dimension reduction, regularization methods, and imputation methods. In Chapter 2 we first derive a new linear dimension-reduction ...
Logistic regression with misclassified response and covariate measurement error: a Bayesian approach.
In a variety of regression applications, measurement problems are unavoidable because infallible measurement tools may be expensive or unavailable. When modeling the relationship between a response variable and covariates, ...