عنوان

Data analysis, classification and the forward search :

شابک

354035977X (pbk.)

شابک

9783540359777 (pbk.)

شماره

b433590

عنوان اصلي

Data analysis, classification and the forward search :

نام عام مواد

[Book]

ساير اطلاعات عنواني

proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Parma, June 6-8, 2005 /

نام نخستين پديدآور

Sergio Zani ... [et al.], editors.

نام خاص و کميت اثر

xi, 426 pages :

ساير جزييات

illustrations ;

ابعاد

24 cm.

عنوان فروست

Studies in classification, data analysis, and knowledge organization,

شاپا ي ISSN فروست

1431-8814

متن يادداشت

Includes bibliographical references and index

متن يادداشت

PART I. CLUSTERING AND DISCRIMINATION. Genetic algorithms-based approaches for clustering time series -- On the choice of the kernel function in kernel discriminant analysis using information complexity -- Growing clustering algorithms in market segmentation: defining target groups and related marketing communication -- Graphical representation of functional clusters and MDS configurations -- Estimation of the structural mean of a sample of curves by dynamic time warping -- Sequential decisional discriminant analysis -- Regularized sliced inverse regression with applications in classification -- PART II. MULTIDIMENSIONAL DATA ANALYSIS AND MULTIVARIATE STATISTICS. Approaches to asymmetric multidimensional scaling with external information -- Variable architecture Bayesian neural networks: model selection based on EMC -- Missing data in optimal scaling -- Simple component analysis based on RV coefficient -- Baum-Eagon inequality in probabilistic labeling problems -- Monotone constrained EM algorithms for multinormal mixture models -- Visualizing dependence of bootstrap confidence intervals for methods yielding spatial configurations -- Automatic discount selection for exponential family state-space models -- A generalization of the polychoric correlation coefficient -- The effects of MEP distributed random effects on variance component estimation in multilevel models -- Calibration confidence regions using empirical likelihood -- PART III. ROBUST METHODS AND THE FORWARD SEARCH. Random start forward searches with envelopes for detecting clusters in multivariate data -- Robust transformation of proportions using the forward search -- The forward search method applied to geodetic transformations -- An R package for the forward analysis of multivariate data -- A forward search method for robust generalised procrustes analysis -- A projection method for robust estimation and clustering in large data sets -- Robust multivariate calibration -- PART IV. DATA MINING METHODS AND SOFTWARE. Procrustes techniques for text mining -- Building recommendations from random walks on library OPAC usage data -- A software tool via web for the statistical data analysis: R-php -- Evolutionary algorithms for classification and regression trees -- Variable selection using random forests -- Boosted incremental tree-based imputation of missing data -- Sensitivity of attributes on the performance of attribute-aware collaborative filtering -- PART V. MULTIVARIATE METHODS FOR CUSTOMER SATISFACTION AND SERVICE EVALUATION. Customer satisfaction evaluation: an approach based on simultaneous diagonalization -- Analyzing evaluation data: modelling and testing for homogeneity -- Archetypal analysis for data driven benchmarking -- Determinants of secondary school dropping out: a structural equation model -- Testing procedures for multilevel models with administrative data -- Multidimensional versus unidimensional models for ability testing -- PART VI. MULTIVARIATE METHODS IN APPLIED SCIENCE. ECONOMICS. A spatial mixed model for sectorial labour market data -- The impact of the new labour force survey on the employed classification -- Using CATPCA to evaluate market regulation -- Credit risk management through robust generalized linear models -- Classification of financial returns according to thresholds exceedances -- ENVIRONMENTAL AND MEDICAL SCIENCES. Nonparametric clustering of seismic events -- A non-homogeneous Poisson based model for daily rainfall data -- A comparison of data mining methods and logistic regression to determine factors associated with death following injury -- Author index

بدون عنوان

0

متن يادداشت

Mode of access: World Wide Web

عنوان

Data analysis, classification and the forward search : proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Parma, June 6-8, 2005

عنوان

OhioLINK electronic book center

عنوان

SpringerLink

موضوع مستند نشده

Classification, Congresses.

موضوع مستند نشده

Multivariate analysis, Congresses.

موضوع مستند نشده

Statistics, Congresses.

مستند نام اشخاص تاييد نشده

Zani, Sergio.

مستند نام تنالگان تاييد نشده

Classification Group of SIS., Meeting(2005 :, Università di Parma)

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network.

تاريخ عمليات

20100216090849.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y