Proceedings in Computational Statistics 14th Symposium held in Utrecht, The Netherlands, 2000 Ed. by Jelke G. Bethlehem and Peter G. M. van der Heijden
Proceedings in Computational Statistics 14th Symposium held in Utrecht, The Netherlands, 2000 Ed. by Jelke G. Bethlehem and Peter G. M. van der Heijden
This Volume contains the Keynote, Invited and Full Contributed papers presented at COMPSTAT 2000. A companion volume (Jansen & Bethlehem, 2000) contains papers describing the Short Communications and Posters. COMPST AT is a one week conference held every two years under the auspices of the International Association of Statistical Computing, a section of the International Statistical Institute. COMPST AT 2000 is jointly organised by the Department of Methodology and Statistics of the Faculty of Social Sciences of Utrecht University, and Statistics Netherlands. It is taking place from 21-25…mehr
This Volume contains the Keynote, Invited and Full Contributed papers presented at COMPSTAT 2000. A companion volume (Jansen & Bethlehem, 2000) contains papers describing the Short Communications and Posters. COMPST AT is a one week conference held every two years under the auspices of the International Association of Statistical Computing, a section of the International Statistical Institute. COMPST AT 2000 is jointly organised by the Department of Methodology and Statistics of the Faculty of Social Sciences of Utrecht University, and Statistics Netherlands. It is taking place from 21-25 August 2000 at Utrecht University. Previous COMPSTATs (from 1974-1998) were in Vienna, Berlin, Leiden, Edinburgh, Toulouse, Prague, Rome, Copenhagen, Dubrovnik, Neuchatel, Vienna, Barcelona and Bristol. The conference is the main European forum for developments at the interface between statistics and computing. This was encapsulated as follows on the COMPST A T 2000 homepage vb.cbs.nlIrsml compstat. Statistical computing provides the link between statistical theory and applied statistics. As at previous COMPSTATs, the scientific programme will range over all aspects of this link, from the development and implementation of new statistical ideas through to user experiences and software evaluation. The programme should appeal to anyone working in statistics and using computers, whether in universities, industrial companies, research institutes or as software developers. At COMPST AT 2000 there is a special interest in the interplay with official statistics. This is evident from papers in the area of computerised data collection, survey methodology, treatment of missing data, and the like.
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 Canada's 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 datamining.- 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.
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 Canada's 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 datamining.- 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.
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