Title | COMPSTAT [electronic resource] : Proceedings in Computational Statistics 14th Symposium held in Utrecht, The Netherlands, 2000 / edited by Jelke G. Bethlehem, Peter G. M. van der Heijden |
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Imprint | Heidelberg : Physica-Verlag HD : Imprint: Physica, 2000 |
Connect to | http://dx.doi.org/10.1007/978-3-642-57678-2 |
Descript | XII, 540 p. 1 illus. online resource |
Keynote papers -- The broad role of multiple imputation in statistical science -- Official Statistics: an estimation strategy for the IT-era -- Invited papers -- Bayesian model selection methods for nonnested models -- Spatio-temporal hierarchical modeling of an infectious disease from (simulated) count data -- GBMs: GLMs with bilinear terms -- Generalized calibration and application to weighting for non-response -- Methodological issues in data mining -- Practical data mining in a large utility company -- HGLMs for analysis of correlated non-normal data -- Bootstrapping impulse responses in VAR analyses -- An application of TRAMO-SEATS; model selection and out-of-sample performance. The Swiss CPI series -- Spreadsheets as tools for statistical computing and statistics education -- An algorithm for deepest multiple regression -- Non-proportional hazards models in survival analysis -- A spatio-temporal analysis of a field trial -- Contributed papers -- Principal component logistic regression -- Sieve bootstrap prediction intervals -- Clustering by maximizing a fuzzy classification maximum likelihood criterion -- Tree-based algorithms for missing data imputation -- MiPy: a system for generating multiple imputations -- A linear approximation to the wild bootstrap in specification testing -- The size of the largest nonidentifiable outlier as a performance criterion for multivariate outlier identification: the case of high-dimensional data -- The influence of data generation and imputation methods on the bias of factor analysis of rating scale data -- Model on a population and prediction on another one: a generalized discriminant rule -- Disclosure control on multi-way tables by means of the shuttle algorithm: extensions and experiments -- An MLE strategy for combining optimally pruned decision trees -- Semi-parametric models for data mining -- Preliminary estimation of ARFIMA models -- A collection of applets for visualizing statistical concepts -- Non-parametric regression and density estimation under control of modality -- Multivariate approaches for aggregate time series -- Some space-time models: an application to NO2 pollution in an urban area -- SLICE: generalised software for statistical data editing and imputation -- Improved PCB inspection: computational issues -- Optimization of the antithetic Gibbs sampler for Gaussian Markov random fields -- Computing zonoid trimmed regions of bivariate data sets -- Outlier resistant estimators for canonical correlation analysis -- Graphical and phase space models for univariate time series -- The use of the Tweedie distribution in statistical modelling -- Predictive dimension: an alternative defmition to embedding dimension -- Post-stratification to correct for nonresponse: classification of ZIP code areas -- Approximate Bayesian inference for simple mixtures -- Correlated INAR(1) process -- Confidence regions for stabilized multivariate tests -- Comparison of stationary time series using distribution-free methods -- Generation of Boolean classification rules -- A statistical package based on Pnuts -- Generalized regression trees -- Generalized linear mixed models: an improved estimating procedure -- The stochastic dimension in a dynamic GIS -- A robust version of principal factor analysis -- TESS: system for automatic seasonal adjustment and forecasting of time series -- The BADAME project -- Improving Statistics Canadaโs cell suppression software (CONFID) -- The multimedia project MM*STAT for teaching statistics -- Projection pursuit approach to robust canonical correlation analysis -- A fast algorithm for highly robust regression in data mining -- Optimal classification trees -- GAM spline algorithms: a direct comparison -- Markov Chain Monte Carlo methods for handling missing covariates in longitudinal mixed models -- Robust Bayesian classification -- Social science measurement by means of item response models -- Multivariate DLMs for forecasting financial time series, with application to the management of portfolios -- An algorithm for the multivariate Tukey median -- Analyzing and synthesizing information from a multiple-study database -- Bootstrapping neural discriminant model -- An improved algorithm for robust PCA -- Applying techniques of dynamic programming to sequential mastery testing -- The introduction of formal structure into the processing of statistical summary data -- Validation of association rules by interactive mosaic plots -- Optimality models for PRAM -- Dealing with real ordinal data: recent advances in analyzing tied, censored, and multivariate observations -- Testing for differences in location: a comparison of bootstrap methods in the small sample case -- Two principal points for location mixtures -- Vector splines and other vector smoothers -- Index of authors -- Index of keywords