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Covering both general and advanced aspects of multivariate methods, this handbook focuses on regression analysis of cross-sectional and;
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In this second edition of Counterfactuals and Causal Inference, completely revised and expanded, the essential features of the;
Vergelijkbare producten zoals Counterfactuals and Causal Inference
In this second edition of Counterfactuals and Causal Inference, completely revised and expanded, the essential features of the;
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Big Data in Omics and Imaging: Integrated Analysis and Causal Inference addresses the recent development of integrated genomic, epigenomic;
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Big Data in Omics and Imaging: Integrated Analysis and Causal Inference addresses the recent development of integrated genomic, epigenomic;
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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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Data Analysis Using Regression and Multilevel/Hierarchical Models, first published in 2007, is a comprehensive manual for the applied;
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epistemology; reveals fallacious practices in statistical causal inference, stressing the misuse of regression models and time-series analysis as;
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epistemology; reveals fallacious practices in statistical causal inference, stressing the misuse of regression models and time-series analysis as;
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Explores the utility of techniques designed to make the inferences in causal modeling more reliable, including a comparison between;
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Handbook of Regression Methods concisely covers numerous traditional, contemporary, and nonstandard regression methods. The handbook;
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"Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to;
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Agent-based Models and Causal Inference Scholars of causal inference have given little credence to the possibility that ABMs could be;
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recursive partitioning to cluster analysis. New to the Third Edition Three new chapters on quantile regression, missing values, and Bayesian;
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: Design and Inference: addresses issues in the inference of causal relations from experimental and non-experimental research, along with the;
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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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its careful analysis, "Causality and Probability in the Sciences" heralds the transition of causal inference from an art to a science.;
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recursive partitioning to cluster analysis. New to the Third Edition Three new chapters on quantile regression, missing values;
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, directed graphical models allow intuitive causal interpretations and have become a cornerstone for causal inference. While there exist a number;
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, directed graphical models allow intuitive causal interpretations and have become a cornerstone for causal inference. While there exist a number;
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regression, matching, and natural experiments. The book also discusses qualitative tools including process tracing, the use of causal process;
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regression, matching, and natural experiments. The book also discusses qualitative tools including process tracing, the use of causal process;
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and dynamic regression techniques, with regression coefficients routinely being understood as estimates of causal effects. The standard;
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and dynamic regression techniques, with regression coefficients routinely being understood as estimates of causal effects. The standard;
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of topics generally delays training in regression analysis and other multivariate techniques until a student's second year. William Berry and;
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of topics generally delays training in regression analysis and other multivariate techniques until a student's second year. William Berry and;
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