ANALYSIS OF MIXED DATA METHODS APPLICATIONS

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Analysis Of Mixed Data

Author : Alexander R. de Leon
ISBN : 9781439884713
Genre : Mathematics
File Size : 23.70 MB
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A comprehensive source on mixed data analysis, Analysis of Mixed Data: Methods & Applications summarizes the fundamental developments in the field. Case studies are used extensively throughout the book to illustrate interesting applications from economics, medicine and health, marketing, and genetics. Carefully edited for smooth readability and seamless transitions between chapters All chapters follow a common structure, with an introduction and a concluding summary, and include illustrative examples from real-life case studies in developmental toxicology, economics, medicine and health, marketing, and genetics An introductory chapter provides a "wide angle" introductory overview and comprehensive survey of mixed data analysis Blending theory and methodology, this book illustrates concepts via data from different disciplines. Analysis of Mixed Data: Methods & Applications traces important developments, collates basic results, presents terminology and methodologies, and gives an overview of statistical research applications. It is a valuable resource to methodologically interested as well as subject matter-motivated researchers in many disciplines.
Category: Mathematics

Mixed Methods Applications In Action Research

Author : Nataliya V. Ivankova
ISBN : 9781452220031
Genre : Social Science
File Size : 57.92 MB
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Focusing throughout on the integrated use of quantitative and qualitative methods, the book includes illustrative examples, featured SAGE journal articles, scripts, templates, and outlines to help readers master each step of the process. A wide range of reports are illustrated, including a community-oriented report, a professional research-based manuscript, and a dissertation research study. The final chapter discusses how the knowledge generated through a Mixed Methods Action Research (MMAR) study can lead to community action.
Category: Social Science

Methods And Applications Of Longitudinal Data Analysis

Author : Xian Liu
ISBN : 9780128014820
Genre : Mathematics
File Size : 27.89 MB
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Methods and Applications of Longitudinal Data Analysis describes methods for the analysis of longitudinal data in the medical, biological and behavioral sciences. It introduces basic concepts and functions including a variety of regression models, and their practical applications across many areas of research. Statistical procedures featured within the text include: descriptive methods for delineating trends over time linear mixed regression models with both fixed and random effects covariance pattern models on correlated errors generalized estimating equations nonlinear regression models for categorical repeated measurements techniques for analyzing longitudinal data with non-ignorable missing observations Emphasis is given to applications of these methods, using substantial empirical illustrations, designed to help users of statistics better analyze and understand longitudinal data. Methods and Applications of Longitudinal Data Analysis equips both graduate students and professionals to confidently apply longitudinal data analysis to their particular discipline. It also provides a valuable reference source for applied statisticians, demographers and other quantitative methodologists. From novice to professional: this book starts with the introduction of basic models and ends with the description of some of the most advanced models in longitudinal data analysis Enables students to select the correct statistical methods to apply to their longitudinal data and avoid the pitfalls associated with incorrect selection Identifies the limitations of classical repeated measures models and describes newly developed techniques, along with real-world examples.
Category: Mathematics

Integrating Analyses In Mixed Methods Research

Author : Patricia Bazeley
ISBN : 9781526417183
Genre : Reference
File Size : 31.64 MB
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Integrating Analyses in Mixed Methods Research goes beyond mixed methods research design and data collection, providing a pragmatic discussion of the challenges of effectively integrating data to facilitate a more comprehensive and rigorous level of analysis. Showcasing a range of strategies for integrating different sources and forms of data as well as different approaches in analysis, it helps you plan, conduct, and disseminate complex analyses with confidence. Key techniques include: Building an integrative framework Analysing sequential, complementary and comparative data Identifying patterns and contrasts in linked data Categorizing, counting, and blending mixed data Managing dissonance and divergence Transforming analysis into warranted assertions With clear steps that can be tailored to any project, this book is perfect for students and researchers undertaking their own mixed methods research.
Category: Reference

Designing And Conducting Mixed Methods Research

Author : John W. Creswell
ISBN : 9781412975179
Genre : Mathematics
File Size : 69.61 MB
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'Designing and Conducting Mixed Methods Research' offers a practical, how-to guide for designing a mixed methods study. The text incorporates activities and exercises for classroom use or for use by the researcher in preparing designs.
Category: Mathematics

Analysis Of Variance For Random Models Volume 2 Unbalanced Data

Author : Hardeo Sahai
ISBN : 9780817644253
Genre : Mathematics
File Size : 65.56 MB
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Systematic treatment of the commonly employed crossed and nested classification models used in analysis of variance designs with a detailed and thorough discussion of certain random effects models not commonly found in texts at the introductory or intermediate level. It also includes numerical examples to analyze data from a wide variety of disciplines as well as any worked examples containing computer outputs from standard software packages such as SAS, SPSS, and BMDP for each numerical example.
Category: Mathematics

Handbook Of Research Methods On Trust

Author : Fergus Lyon
ISBN : 9780857932013
Genre : Business & Economics
File Size : 59.87 MB
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'A tour-de-force of trust research methodologies, from surveys methods to critical incidents to hermeneutics. . . will prove invaluable to trust researchers of every stripe.' Aks Zaheer, University of Minnesota, US 'This book fills an important gap. The burgeoning field of trust research has employed a wide variety of definitions and methods, but until the appearance of this Handbook there was no comprehensive overview of them. Its contributions, many written by leading international experts, cover conceptual issues as well as qualitative and quantitative methods. The editors are all working at the frontiers of trust research and in this Handbook they have compiled an indispensable source of reference for years to come.' John Child, University of Birmingham, UK 'This is the right book at the right time. Central to the advancement of research on trust is the need to address a host of methodological, empirical, and analytical challenges. This Handbook provides a vital resource for doing so and holds the promise of infusing the literature with novel and enhanced approaches for studying and understanding trust. Researchers new to the field as well as established experts will find a wealth of insights contained herein.' Bill McEvily, University of Toronto, Canada The Handbook of Research Methods on Trust provides an authoritative in-depth consideration of quantitative and qualitative methods for empirical study of trust in the social sciences. As this topic has matured, a growing number of practical approaches and techniques has been utilised across the broad, multidisciplinary community of trust research, providing both insights and challenges. This unique Handbook draws together a wealth of research methods knowledge gained by trust researchers into one essential volume. The contributors examine different methodological issues and particular methods, as well as share their experiences of what works, what does not work, challenges and innovations. Identifying innovative methods for researching trust, this important Handbook will prove invaluable for students and academics in the social sciences that are interested in trust, particularly postgraduates planning empirical research on trust, undergraduates researching issues of trust, faculty teaching research-based courses on trust and related topics, and experienced trust researchers looking for reflection, discussion and inspiration.
Category: Business & Economics

Progress In Pattern Recognition Image Analysis And Applications

Author : José Ruiz-Shulcloper
ISBN : 9783540859192
Genre : Computers
File Size : 23.82 MB
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The 13th Iberoamerican Congress on Pattern Recognition (CIARP 2008, C- greso IberoAmericano de Reconocimiento de Patrones) was the 13th event in a seriesofpioneercongressesonpatternrecognitioninthecommunityofIberoam- icancountries. As was the case for previous conferences, CIARP 2008 attracted participants from around the world with the aim of promoting and disseminating ongoing researchon mathematical methods and computing techniques for pattern rec- nition, computer vision, image analysis, and speech recognition, as well as their application in such diverse areas as robotics, industry, health, entertainment, space exploration, telecommunications, data mining, document analysis, and natural language processing and recognition to name only few of them. Mo- over, it provided a forum for scienti?c research, experience exchange, share of new knowledge and an increase in cooperation between research groups in p- tern recognition and related areas. It is important to underline the fact that these conferences have contributed signi?cantly to the growth of national associations for pattern recognitionin the Iberoamerican region, all of them as members of the International Association for Pattern Recognition (IAPR). This year, the forum attracted participants from 34 countries (8 from Iberoamerica), who submitted a total of 182 papers. After a serious reviewing process in which allthe submissions where double-blind reviewedby at least two prestigiousreviewers,93 papersby180authors from29 countries wereaccepted, all of them with a scienti?c quality above overall mean rating.
Category: Computers

Handbook Of Mixed Methods In Social Behavioral Research

Author : Abbas Tashakkori
ISBN : 0761920730
Genre : Social Science
File Size : 90.63 MB
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"The Handbook provides both philosophical and practical foundations for using mixed methods in social science inquiry. Theory about mixing methods is nicely balanced and illustrated with concrete examples. All aspects of inquiry are covered from conceptualizing research to selecting methods, analyzing and interpreting data, and reporting findings. The Handbook offers the most comprehensive review of mixed methods available anywhere. It will be a definitive reference for a long time to come." --MICHAEL QUINN PATTON, The Union Institute and Utilization-Focused Evaluation Written so that it can be used either as a pedagogical tool or as a reference for researchers, the book is rich in examples and includes a glossary, easy-to-follow diagrams, and tables to help readers become more familiar with the language and controversies in this evolving area.
Category: Social Science