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This book addresses two interrelated problems in economics modelling: non-nested hypothesis testing in econometrics, and regression models;
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for all models for hierarchical or nested data. This book presents two types of multilevel models: the multilevel regression model; and a;
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, nested logit and latent class models), survival analysis models, non-parametric techniques (particularly neural networks and recursive;
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, nested logit and latent class models), survival analysis models, non-parametric techniques (particularly neural networks and recursive;
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measured repeatedly over time, or space and this requires the use of GLMM or GAMM methods. The book starts by revising regression, additive;
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Estimate and Interpret Results from Ordered Regression Models Ordered Regression Models: Parallel, Partial, and Non-Parallel;
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Estimate and Interpret Results from Ordered Regression Models Ordered Regression Models: Parallel, Partial, and Non-Parallel;
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The technique of regression analysis is used so often in business and economics today that an understanding of its use is necessary for;
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Use Confidence Regions in Multivariate Calibration Problem; The Likelihood Ratio Test of Non-Nested Linear Regression Models; Exact Power;
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; methods which model non-central parts of the distribution (such as quantile regression); and finally models that allow the mean function to be;
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introduced and other regression models for non-continuous dependent variables, such as the ordered probit. Concluding with an exploration of some;
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, multilocation, and repeated measures models hierarchical models with nested random effects analysis of covariance models spatial correlation models;
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, nested and non-nested likelihood ratio tests, etc. The core chapters of the book are written at a level appropriate for airline practitioners;
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multiple linear and quasilinear regression and other parametric and non-parametric models for modelling laser efficiency and output power. The best;
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Gaussian Process Regression Analysis for Functional Data presents nonparametric statistical methods for functional regression analysis;
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This volume provides an overview of statistical models commonly used in the causal analyses of non-experimental data in the social and;
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Simultaneous confidence bands enable more intuitive and detailed inference of regression analysis than the standard inferential methods;
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Simultaneous confidence bands enable more intuitive and detailed inference of regression analysis than the standard inferential methods;
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A Cohesive Approach to Regression Models Confidence Intervals in Generalized Regression Models introduces a unified representation-the;
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A Cohesive Approach to Regression Models Confidence Intervals in Generalized Regression Models introduces a unified representation-the;
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A thorough review of the most current regression methods in time series analysis Regression methods have been an integral part of time;
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undergraduate statistics course in which regression analysis is a main focus, Applied Regression Modeling also belongs on the bookshelves of non;
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Spatial Regression Analysis Using Eigenvector Spatial Filtering provides theoretical foundations and guides practical implementation;
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models like the hurdle model and zero-inflated regression models for count data; and non-standard tree-based ensemble methods. The book;
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regression models with non-normal errors with practical real-world examples * Uniquely addresses regression models in Student's t-distributed errors;
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regression models with non-random predictors in a finite-dimensional setting. This approach is more insightful, more elegant, more direct, and;
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While regression models have become standard tools in medical research, understanding how to properly apply the models and interpret the;
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