Author | Gentle, James E. author |
---|---|
Title | Elements of Computational Statistics [electronic resource] / by James E. Gentle |
Imprint | New York, NY : Springer New York, 2002 |
Connect to | http://dx.doi.org/10.1007/b97337 |
Descript | XVIII, 420 p. online resource |
Methods of Computational Statistics -- Preliminaries -- Monte Carlo Methods for Inference -- Randomization and Data Partitioning -- Bootstrap Methods -- Tools for Identification of Structure in Data -- Estimation of Functions -- Graphical Methods in Computational Statistics -- Data Density and Structure -- Estimation of Probability Density Functions Using Parametric Models -- Nonparametric Estimation of Probability Density Functions -- Structure in Data -- Statistical Models of Dependencies