Meta-Analytics
  • Author : Steven Simske
  • Release Date : 10 March 2019
  • Publisher : Morgan Kaufmann
  • Genre : Computers
  • Pages : 340
  • ISBN 13 : 9780128146248

Meta-Analytics Book Summary

Meta-Analytics: Consensus Approaches and System Patterns for Data Analysis presents an exhaustive set of patterns for data science to use on any machine learning based data analysis task. The book virtually ensures that at least one pattern will lead to better overall system behavior than the use of traditional analytics approaches. The book is ‘meta’ to analytics, covering general analytics in sufficient detail for readers to engage with, and understand, hybrid or meta- approaches. The book has relevance to machine translation, robotics, biological and social sciences, medical and healthcare informatics, economics, business and finance. Inn addition, the analytics within can be applied to predictive algorithms for everyone from police departments to sports analysts. Provides comprehensive and systematic coverage of machine learning-based data analysis tasks Enables rapid progress towards competency in data analysis techniques Gives exhaustive and widely applicable patterns for use by data scientists Covers hybrid or ‘meta’ approaches, along with general analytics Lays out information and practical guidance on data analysis for practitioners working across all sectors

Meta Analytics

Meta Analytics

Author : Steven Simske
Publisher : Morgan Kaufmann
Genre : Computers
Total View : 7431 Views
File Size : 54,5 Mb
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Meta-Analytics: Consensus Approaches and System Patterns for Data Analysis presents an exhaustive set of patterns for data science to use on any machine learning based data analysis task. The book virtually ensures that at least one pattern will lead to better overall system behavior than the use of traditional analytics ...

Doing Meta Analysis with R

Doing Meta Analysis with R

Author : Mathias Harrer,Pim Cuijpers,Toshi A. Furukawa,David D. Ebert
Publisher : CRC Press
Genre : Mathematics
Total View : 9643 Views
File Size : 50,6 Mb
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Doing Meta-Analysis with R: A Hands-On Guide serves as an accessible introduction on how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including calculation and pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments ...

Meta Analytic Procedures for Social Research

Meta Analytic Procedures for Social Research

Author : Robert Rosenthal
Publisher : SAGE Publications
Genre : Social Science
Total View : 6595 Views
File Size : 43,8 Mb
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Praised in the first edition for the clarity of his general framework for conceptualizing meta-analysis, Rosenthal's revised edition covers the latest techniques in the field, such as a new effect size indicator for one size data, a new coefficient of robustness of replication, new procedures for combining and comparing effect ...

The Meta Analytic Organization  Introducing Statistico Organizational Theory

The Meta Analytic Organization Introducing Statistico Organizational Theory

Author : Lex Donaldson
Publisher : Routledge
Genre : Business & Economics
Total View : 1258 Views
File Size : 52,6 Mb
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The Meta-Analytic Organization: Introducing Statistico-Organizational Theory develops new organizational theory based upon ideas from statistics and methodology. There have been previous organizational theories based on academic disciplines such as biology, economics, and sociology. Statistico-organizational theory uniquely constructs a new organizational theory derived from ideas in statistics and psychometrics. The core ...

Advances in Meta Analysis

Advances in Meta Analysis

Author : Terri Pigott
Publisher : Springer Science & Business Media
Genre : Mathematics
Total View : 7772 Views
File Size : 51,9 Mb
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The subject of the book is advanced statistical analyses for quantitative research synthesis (meta-analysis), and selected practical issues relating to research synthesis that are not covered in detail in the many existing introductory books on research synthesis (or meta-analysis). Complex statistical issues are arising more frequently as the primary research ...

Advanced Basic Meta analysis

Advanced Basic Meta analysis

Author : Brian Mullen
Publisher : Psychology Press
Genre : Psychology
Total View : 6362 Views
File Size : 54,9 Mb
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In response to the growing emphasis on precision in the summarization and integration of research literature, Advanced BASIC Meta-Analysis presents an overview of strategies, techniques, and procedures used in meta-analysis. The book and software provide an integrated and comprehensive combination of meta-analytic tools for the statistical integration of independent study ...

Meta Analysis

Meta Analysis

Author : Mike W.-L. Cheung
Publisher : John Wiley & Sons
Genre : Mathematics
Total View : 4026 Views
File Size : 54,7 Mb
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Presents a novel approach to conducting meta-analysis using structural equation modeling. Structural equation modeling (SEM) and meta-analysis are two powerful statistical methods in the educational, social, behavioral, and medical sciences. They are often treated as two unrelated topics in the literature. This book presents a unified framework on analyzing meta-analytic ...

Modern Meta Analysis

Modern Meta Analysis

Author : Ton J. Cleophas,Aeilko H. Zwinderman
Publisher : Springer
Genre : Medical
Total View : 643 Views
File Size : 43,9 Mb
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Modern meta-analyses do more than combine the effect sizes of a series of similar studies. Meta-analyses are currently increasingly applied for any analysis beyond the primary analysis of studies, and for the analysis of big data. This 26-chapter book was written for nonmathematical professionals of medical and health care, in ...