AN INTRODUCTION TO STATISTICAL MODELLING KRZANOWSKI PDF

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Prof Wojtek Krzanowski Publications Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder. J Bayesian averaging over Decision Tree models for trauma severity scoring, Artificial Intelligence in Medicine, pp , vol. J Bayesian averaging over Decision Tree models: an application for estimating uncertainty in Trauma Severity scoring, International Journal of Medical Informatics, pp , vol.

J Missing value imputation in multi-environmental trials: reconsidering the Krzanowski method, Crop Breeding and Applied Biotechnology, pp , vol. J Prediction of survival probabilities with Bayes decision trees, Expert Systems with Applications, pp , vol. J Bayesian decision trees for predicting survival of patients: a study on the US national trauma data bank, Computer Methods and Programs in Biomedicine, pp , vol.

J Exploratory factor and principal component analyses: some new aspects, Statistics and Computing, pp , vol. J An overview of approaches to the analysis and modelling of multivariate geostatistical data, Mathematical Geosciences, pp , vol. J On using the h-index to analyse species biodiversity and other count data, Current Science, pp 9, vol. Testing the difference between two Kolmogorov-Smirnov values in the context of Receiver Operating Characteristic curves, Journal of Applied Statistics, pp , vol.

An alternative methodology for imputing missing data in trials with genotype-by-environment interaction, Biometrical Letters, pp , vol. J Effective presentation of data, European Science Editing, pp , vol. J A simple method for screening variables before clustering microarray data, Computational Statistics and Data Analysis, pp , vol.

Distribution-free multiple imputation in an interaction matrix, using the singular value decomposition, Scientia Agricola, pp , vol.

J Simultaneous variable selection and outlier identification in linear regression using the mean-shift outlier model, Journal of Applied Statistics, pp , vol. Extraction of spatial features using factor methods, illustrated on stream sediment data, Mathematical Geology, pp , vol. J On optimal intervention for customer lifetime value, European Journal of Operational Research, pp , vol.

J Optimal predictive partitioning, Statistics and Computing, pp , vol. J Detecting multiple outliers in linear regression using a cluster method combined with graphical visualisation, Computational Statistics, pp , vol. J A recursive partitioning tool for interval prediction, Advances in Data Analysis and Classification, pp , vol. Variable selection in discriminant analysis based on the location model for mixed variables, Advances in Data Analysis and Classification, pp , vol.

Series: Studies in Computational Intelligence, pp , vol. J Sensitivity in metric scaling and analysis of distance, Biometrics, pp , vol.

Rutkowski, R. Tadeusiewicz, L. Zadeh, J. Springer, pp Schetinin, V. J Improved biclustering of microarray data demonstrated through systematic performance tests, Computational Statistics and Data Analysis, pp , vol. J Use of spatial factors in the analysis of heavy metals in sediments in a Brazillian coastal region, Environmetrics, pp , vol. J Optimising k-means clustering results with standard software packages, Computational Statistics and Data Analysis, pp , vol.

J Biased estimation in a simple multivariate regression model, Computational Statistics and Data Analysis, pp , vol. J Biplots for multifactorial analysis of distance, Biometrics, pp , vol. Yang, R. Everson and H. Yin Eds. Projection pursuit clustering for exploratory data analysis, Journal of Computational and Graphical Statistics, pp , vol. J Model selection and cross-validation in additive main effect and multiplicative interaction AMMI models, Crop Science, pp , vol.

J Orthogonal components for grouped data: review and applications, Statistics in Transition, pp , vol. J Nonparametric estimation of distances between groups, Journal of Applied Statistics, pp , vol. Nonparametric discriminant analysis of phytoplankton species using data from analytical flow cytometry, Cytometry, pp , vol.

J Multifactorial analysis of distance in studies of ecological community structure, Journal of Agricultural, Biological and Environmental Statistics, pp , vol. J A comparison of discriminant procedures for binary variables, Computational Statistics and Data Analysis, pp , vol.

J Data-based interval estimation of classification error rates, Journal of Applied Statistics, pp , vol. J Non-parametric smoothing of the location model in mixed variable discrimination, Statistics and Computing, pp , vol. V On the use of cross-validation to assess performance in multivariate prediction, Statistics and Computing, pp , vol. J Projections distinguishing isolated groups in multivariate data spaces, In: Data analysis: Scientific modeling and practical application W.

Gaul, O. Schader, eds. J A characterization of principal components for projection pursuit, The American Statistician, pp , vol. J Antedependence models in the analysis of multigroup high-dimensional data, Journal of Applied Statistics, pp , vol. J Signal detection in underwater sound using wavelets, Journal of the American Statistical Association, pp , vol. J Subspace projection for multivariate selection problems, Journal of Classification, pp , vol.

J Use of wavelets in the detection of underwater sound signals, Computing Science and Statistics , L. Billard and N. Fisher, eds. J Recent trends and developments in computational multivariate analysis, Statistics and Computing, pp , vol. J Assessing error-rate estimators: the leave-one-out method reconsidered, Australian Journal of Statistics, pp , vol. J Software diversity: practical statistics for its measurement and exploitation, Information and Software Technology, pp , vol.

J A stopping rule for structure-preserving variable selection, Statistics and Computing, pp , vol. J Mixture separation for mixed-mode data, Statistics and Computing, pp , vol. J Orthogonal canonical variates for discrimination and classification, Journal of Chemometrics, pp , vol.

J Selection of variables, and assessment of their performance, in mixed-variable discriminant analysis, Computational Statistics and Data Analysis, pp , vol. C Multivariate Analysis. R Discriminant analysis with singular covariance matrices: methods and applications to spectroscopic data, Applied Statistics, pp , vol. J Application of wavelets to the pre-processing of underwater sounds, Statistics and Computing, pp , vol. J Quadratic location discriminant functions for mixed categorical and continuous variables, Statistics and Probability Letters, pp , vol.

J Ordination in the presence of group structure, for general multivariate data, Journal of Classification, pp , vol. J Permutational tests for correlation matrices, Statistics and Computing, pp , vol.

J The location model for mixtures of categorical and continuous variables, Journal of Classification, pp , vol. J Attribute selection in correspondence analysis of incidence matrices, Applied Statistics, pp , vol.

J Antedependence modelling in discriminant analysis of high-dimensional spectrometric data, Multivariate Analysis, Future Directions 2: C.

Cuadras and C. J Ranking principal components to reflect group structure, Journal of Chemometrics, pp , vol. Munford and T. Bailey Eds , Birmingham: O. Society, pp Ringrose, T. J A simulation study of confidence regions for canonical variate analysis, Statistics and Computing, pp , vol. J Error-rate estimation in two-group discriminant analysis using the linear discriminant function, Journal of Statistical Computation and Simulation, pp , vol.

J Between-group analysis with heterogeneous covariance matrices: the common principal component model, Journal of Classification, pp , vol. J On selecting variables and assessing their performance in linear discriminant analysis, Australian Journal of Statistics, pp , vol. J On confidence regions in canonical variate analysis, Biometrika, pp , vol. H A comparison of variable reduction techniques in an attitudinal investigation of meat products, Journal of Sensory Studies, pp , vol.

J Missing value imputation using the singular value decomposition of a matrix, Biometrical Letters, pp , vol. T A criterion for determining the number of groups in a data set using sum-of-squares clustering, Biometrics, pp , vol. J Cross-validation in principal component analysis, Biometrics, pp , vol. J Selection of variables to preserve data structure, using principal component analysis, Applied Statistics, pp , vol. J A comparison between two distance-based discriminant principles, Journal of Classification, pp , vol.

J Multiple discriminant analysis in the presence of mixed continuous and categorical data, Computers and Mathematics with Applications, pp , vol. S and Krzanowski, W. J The Mahalanobis distance and elliptic distributions, Biometrika, pp , vol. J On the null distribution of distance between two groups, using mixed continuous and categorical variables, Journal of Classification, pp , vol. J Principal component analysis in the presence of group structure, Applied Statistics, pp , vol.

J Statistical aspects of reliability in language testing, Language Testing, pp , vol. J Comparison between direct similarity assessments and descriptive profiles of certain soft drinks, Sensory Quality in Foods and Beverages; its Definition, Measurement and Control: A.

Williams and R. J Cross-validatory choice in principal component analysis: some sampling results, Journal of Statistical Computation and Simulation, pp , vol. J Stepwise location model choice in mixed-variable discrimination, Applied Statistics, pp , vol.

J Distance between populations using mixed continuous and categorical variables, Biometrika, pp , vol.

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Prof Wojtek Krzanowski

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