Statistical Methods For Survival Data Analysis Pdf
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Sourcebook of Family Theories and Methodologies
This sourcebook is an unparalleled resource in the field of family science. It provides a comprehensive overview of both traditional and contemporary theories and methodologies to promote a greater understanding of increasingly complex family realities. It focuses on broad developments in research design and conceptualization, while also offering a historical perspective on developments in family science over time, particularly emerging theories from the past several decades. Each chapter summarizes and evaluates a major theory or methodological approach in the field, delving into its main principles; its debates and challenges; how it has evolved over time; its practical uses in policy, education, or further research; and links to other theories and methodologies. In highlighting recent research of note, chapters emphasize the potential for innovative future applications. Key areas of coverage include: · Risk and resilience, family stress, feminist, critical race, and social exchange theories. · Ambiguous loss, intersectionality, Queer, and family development theory. · Life course framework. · Biosocial theory and biomarker methods. · Symbolic interactionism. · Ethnography. · Mixed methods, participatory action research, and evaluation.
Christian and Humanist Foundations for Statistical Inference
Author: Andrew M. Hartley
language: en
Publisher: Wipf and Stock Publishers
Release Date: 2007-12-01
The Philosophy of the Law Idea (PLI) analyzes the manner in which religious beliefs control scientific theorizing. Religious beliefs control philosophical overviews of reality. Overviews of reality, also called ontologies, try to discover and disclose the essential nature of reality. They are concerned with what kinds of things exist and with the connections between the various types of properties and laws in human experience. Among such overviews are the biblically consistent overview provided by the PLI and certain humanist mathematicist and subjectivist overviews. The science of statistical inference seeks to evaluate the credibility of scientific hypotheses given empirical data. This essay reviews various popular paradigms, or systems of theories, concerning the ways that credibility may be evaluated, and identifies some ways that these religiously controlled overviews of reality have, in turn, controlled statistical paradigms. In particular, one paradigm harmonizes with the PLI's overview; another, with the subjectivist overview; and two others, with the mathematicist overview.
Statistical Analysis and Data Display
This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data—showing code, graphics, and accompanying tabular listings—for all the methods they cover. Complete R scripts for all examples and figures are provided for readers to use as models for their own analyses. This book can serve as a standalone text for statistics majors at the master’s level and for other quantitatively oriented disciplines at the doctoral level, and as a reference book for researchers. Classical concepts and techniques are illustrated with a variety of case studies using both newer graphical tools and traditional tabular displays. New graphical material includes: an expanded chapter on graphics a section on graphing Likert Scale Data to build on the importance of rating scales in fields from population studies to psychometrics a discussion on design of graphics that will work for readers with color-deficient vision an expanded discussion on the design of multi-panel graphics expanded and new sections in the discrete bivariate statistics capter on the use of mosaic plots for contingency tables including the n×2×2 tables for which the Mantel–Haenszel–Cochran test is appropriate an interactive (using the shiny package) presentation of the graphics for the normal and t-tables that is introduced early and used in many chapters