2004 - Firenze University Press
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An Evaluation of Classification Techniques Applied to the Field of NIR/IR Spectroscopy
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Forma parte de
Statistical modelling : proceedings of the 19th International workshop on statistical modelling, Florence (Italy), 4-8 July, 2004-
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En el mismo volumen
- Preface
- Contents
- Index of Authors
- A Censored Point Process Model for Extreme Volcanic Eruptions
- Marginal Moels
- Generalized Linear Latent and Mixed Models with Composite Links and Exploded Likelihood
- Statistical Analysis of Replicated Microarray Time Series Data
- Model Selection for Regression Analyses with Missing Data
- A Computationally Tractable Multivariate Random Effects Model for Clustered Binary Data
- Localizing Clusters in Space-Time Point Process Data
- Parametric and Semi-Parametric Approaches in the Analysis of Short-Term Effects of Air Pollution on Health
- Distributional Results for FDR
- Pairwise Likelihood for Generalized Linear Models with Crossed Random Effects
- Linking Gene-Expression Experiments with Survival-Time Data
- Rank Tests of Conditional Independence for Continuous Variables
- Investigating Gene-Specific Variance via Bayesian Hierarchical Modelling
- On the Clustering Term in Ecological Analysis
- Bayesan Focused Clustering for a Case-Control Study on Lung Cancer in Trieste
- Imputing Missing Phenotypes
- Conditional Akaike Information for Mixed Effects Models
- Measuring Noncompliance in Insurance Benefit Regulations with Randomized Response Methods for Multiple Items
- Confidence Intervals for the Variance of Random-Effects Linear Models
- Geoadditive Survivals Models
- Statistical Models for Market Segmentation
- Models of Double Monotone Dependence for Two Way Contingency Tables
- Non-parametric Estimation of an Intervention Effect with Staggered Intervention Times
- Exploratory Analysis of Epidemiological Time Series by Means of Transfer Function Models
- Efficient Smoothing of D-Dimensional Arrays
- Assessment of Variance Components in Elliptical Linear Mixed Models
- Modelling Financial Durations between Price Movements
- Wavelet Analysis of Electrical Signals Obtained from Experimental Design
- The Shifted Warped Normal Model for Mortality
- Structured Additive Regression for Multicategorical Space-Time Data
- Analyzing Plaid Designs Using Mixed Models
- Model Building and Interpretation of Ordinal Multilevel Random Effects Models with Exogeneity and Endogeneity
- Bayesian Techniques for Modelling Volcanic Processes
- Bayesian Analysis of Transmission Dynamics of Experimental Epidemics
- Weighted Estimation of Variance Components and Fixed Effects in Small Area Models
- A Polytomous Response Multilevel Model with a non Ignorable Selection Mechanism
- Joint Modelling of Cluster Size and Binary and Continuous Outcomes
- Overdispersion in Wadley's Problem
- Model Selection for P-Spline Smoothing Using Akaike Information Criteria
- A Bayesian Accelerated Failure Time Model with a Normal Mixture as an Error Distribution
- This Misclassification SIMEX
- Statistical Inference for Data Files That Are Computer Linked
- Advances in Covariance Modelling
- Nonparametric Modelling of Longitudinal Data
- Quasi-Monte Carlo Estimation in Generalized Linear Mixed Models
- Modelling Covariance Structures in Generalized Estimating Equations for Longitudinal Data
- Count Distributions with Mixed Poisson Random Effects
- Improving the Relevance Vector Machine Under Covariate Measurement Error
- Class Prediction and Gene Selection for DNA Microarrays Using Sliced Inverse Regression
- Is the Gene Between the Two Markers or Not?
- Bayesian Covariance and Variable Selection for Explaining Consumer Behaviour
- Hierarchical Bayesian Modelling of Spatial Interactions of Gene Expression on Tubercolosis Genome
- Multivariate Linear Model for Selection of Oilseed Rape Genotypes
- Mixed Model for Studying the Stability of Phenotypic Gene Effects
- Split-Plot x Split-Block Type Three Factor Designs
- Optimization of Fiber Tracking in Human Brain Mapping
- Estimates of the Short Term Effects of ir Pollution in Italy Using Alternative Modelling Techniques
- A Multivariate Latent Markov Model for the Analysis of Criminal Trajectories
- Application of the Modified Profile Likelihood in Stratified Models
- Analysis of Breast Cancer Survival Data with Missing Information on Stage of Disease and Cause of Death
- A Split-Plot Analysis for Microarray Experiments
- Comparison Between the Parametric Mixing Distribution with Moverstayer Model and the Nonparametric Mixing Distribution for the Analysis of Tower London Data
- PH and Non-PH Frailty Models for Multivariate Survival Data
- Assessing Reliability and Agreement of Repeated Measurements by Hierarchical Modeling
- Daily Volatility Modelling Using Ultra-High Frequency Data
- Control of the False Discovery Rate with Bayes Factors. An Application to Microarray Data Analysis
- Parametric vs Semiparametric in Interval Censored Data
- Regression Models for the Analysis of Psychiatric Data
- A Statistical Method for the Estimation of CHildhood Cancer Prevalence Among Adults
- Chemical Balance Weighing Designs with Correlated Errors Based on Balanced Block Designs
- The Forward Search for Generalised Extreme Value Distributions
- Modelling Breast Cancer Data with Informative Dropout
- Local Influence and Residual Analysis in Heteroscedastic Symmetrical Linear Models
- Modelling the Costs of Different Strategies after Myocardial Infarction
- Semiparametric Comparison of Two Samples
- Analysis of Interval-Censored Data
- Two-Stage Models to Control for Overdispersion in Longitudinal Count Data
- Multilevel Logit Models
- Seasonal Variation in Death Counts
- Power-Divergence Goodness-Of-Fit Statistics
- A Latent Variable Model of Creativity and Social Compromise
- Quasi-Likelihood Ratio Statistic for Robust Hypotesis Testing in the Presence of Nuisance Parameters
- Microarray Experiments for Gene Expression in Fish Stress Studies
- A Growth Mixture Model for Multivariate Outcomes
- Exact Bayesian Inference for Bivariate Poisson Data
- An Evaluation of Classification Techniques Applied to the Field of NIR/IR Spectroscopy
- Identifying Important Input Variables by Applying Alignment in Kernel Fisher Discriminant Analysis
- Statistical Modelling for the Time Projection Chamber Signal Processing
- Assessing the Effect of a Teaching Program on Breast Self-Examination in a Randomized Trial with Noncompliance and Missing Data
- Variance Free Model for Two-Way Layout with Interaction
- Logit Model for TB in Europe (1995-2000)
- Series of Studies with a Common Structure
- Bayesian Modelling Volatility with Mixture of Alpha-Stable Distributions
- Approximated Piecewise Linear Mixed Modelling with Random Changepoints for Longitudinal Data Analysis
- A Comparison Between Measure Scales for Quality Evaluation Using the Rasch Model
- On Probabilities of Avalanches Trioggered by Alpine Skiers. An Application of Models for Counts with Extra Zeros
- Fieller's Method for Mixed Models
- Predictive Model Selection Criteria for Logistic Regression
