Description:

Discriminant analysis based on continuous and discrete variables -- Longitudinal data analysis with linear regression -- A kernal method used for the analysis of replicated micro-array experiments -- Kernel estimates of hazard functions for biomedical data sets -- Partially linear models -- Analysis of contingency tables -- Identifying coexpressed genes -- Bootstrap methods for testing interactions in GAMs -- Survival trees -- A semiparametric reference curves estimation -- Survival analysis -- Ozone pollution forecasting -- Nonparametric functional chemometric analysis -- Variable selection in principal component analysis -- Spatial statistics -- Functional data analysis -- Analysis of failure time with microearthquakes applications -- Landcover prediction -- The application of fuzzy clustering to satellite images data

Statistical methods for biostatistics and related fields PDF

373 Pages·2007·3.387 MB·English

by Wolfgang Härdle, Yuichi Mori, Philippe Vieu

#Mathematics #Mathematicsematical Statistics

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Preview Statistical methods for biostatistics and related fields

Description:

Discriminant analysis based on continuous and discrete variables -- Longitudinal data analysis with linear regression -- A kernal method used for the analysis of replicated micro-array experiments -- Kernel estimates of hazard functions for biomedical data sets -- Partially linear models -- Analysis of contingency tables -- Identifying coexpressed genes -- Bootstrap methods for testing interactions in GAMs -- Survival trees -- A semiparametric reference curves estimation -- Survival analysis -- Ozone pollution forecasting -- Nonparametric functional chemometric analysis -- Variable selection in principal component analysis -- Spatial statistics -- Functional data analysis -- Analysis of failure time with microearthquakes applications -- Landcover prediction -- The application of fuzzy clustering to satellite images data

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