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Statistical methods for biostatistics and related fields /

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Bibliographic Details
Other Authors: Härdle, Wolfgang, Mori, Yuichi, Vieu, Philippe
Format: Book
Language:English
Published: Berlin ; New York : Springer, [2007]
Subjects:
Biometry > methods.
Biometry.
Ecology > Statistical methods.
Chemometrics.
Geophysics > Statistical methods.
Image analysis.
Table of Contents:
  • 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.