Meta Analytics

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

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  • Author : Steven Simske
  • Publisher : Morgan Kaufmann
  • Pages : 340 pages
  • ISBN : 0128146249
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKMeta Analytics

Meta-Analytics

Meta-Analytics
  • Author : Steven Simske
  • Publisher : Morgan Kaufmann
  • Release : 10 March 2019
GET THIS BOOKMeta-Analytics

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

Meta-Analysis for Explanation

Meta-Analysis for Explanation
  • Author : Heidi Hartmann,Larry V. Hedges,Richard J. Light
  • Publisher : Russell Sage Foundation
  • Release : 27 April 1992
GET THIS BOOKMeta-Analysis for Explanation

Social science research often yields conflicting results: Does juvenile delinquent rehabilitation work? Is teenage pregnancy prevention effective? In an effort to improve the value of research for shaping social policy, social scientists are increasingly employing a powerful technique called meta-analysis. By systematically pulling together findings of a particular research problem, meta-analysis allows researchers to synthesize the results of multiple studies and detect statistically significant patterns among them. Meta-Analysis for Explanation brings exemplary illustrations of research synthesis together with expert discussion

Handbook of Meta-analysis in Ecology and Evolution

Handbook of Meta-analysis in Ecology and Evolution
  • Author : Julia Koricheva,Jessica Gurevitch,Kerrie Mengersen
  • Publisher : Princeton University Press
  • Release : 21 April 2013
GET THIS BOOKHandbook of Meta-analysis in Ecology and Evolution

Meta-analysis is a powerful statistical methodology for synthesizing research evidence across independent studies. This is the first comprehensive handbook of meta-analysis written specifically for ecologists and evolutionary biologists, and it provides an invaluable introduction for beginners as well as an up-to-date guide for experienced meta-analysts. The chapters, written by renowned experts, walk readers through every step of meta-analysis, from problem formulation to the presentation of the results. The handbook identifies both the advantages of using meta-analysis for research synthesis and

Doing Meta-Analysis with R

Doing Meta-Analysis with R
  • Author : Mathias Harrer,Pim Cuijpers,Toshi A. Furukawa,David D. Ebert
  • Publisher : CRC Press
  • Release : 15 September 2021
GET THIS BOOKDoing Meta-Analysis with R

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 and plotting tools. Advanced but highly relevant topics such as network meta-analysis, multi-three-level meta-analyses, Bayesian meta-analysis approaches and SEM meta-analysis are also covered. A companion R package, dmetar, is introduced

Business and Consumer Analytics: New Ideas

Business and Consumer Analytics: New Ideas
  • Author : Pablo Moscato,Natalie Jane de Vries
  • Publisher : Springer
  • Release : 30 May 2019
GET THIS BOOKBusiness and Consumer Analytics: New Ideas

This two-volume handbook presents a collection of novel methodologies with applications and illustrative examples in the areas of data-driven computational social sciences. Throughout this handbook, the focus is kept specifically on business and consumer-oriented applications with interesting sections ranging from clustering and network analysis, meta-analytics, memetic algorithms, machine learning, recommender systems methodologies, parallel pattern mining and data mining to specific applications in market segmentation, travel, fashion or entertainment analytics. A must-read for anyone in data-analytics, marketing, behavior modelling and computational

The Handbook of Research Synthesis and Meta-Analysis

The Handbook of Research Synthesis and Meta-Analysis
  • Author : Harris Cooper,Larry V. Hedges,Jeffrey C. Valentine
  • Publisher : Russell Sage Foundation
  • Release : 14 June 2019
GET THIS BOOKThe Handbook of Research Synthesis and Meta-Analysis

Research synthesis is the practice of systematically distilling and integrating data from many studies in order to draw more reliable conclusions about a given research issue. When the first edition of The Handbook of Research Synthesis and Meta-Analysis was published in 1994, it quickly became the definitive reference for conducting meta-analyses in both the social and behavioral sciences. In the third edition, editors Harris Cooper, Larry Hedges, and Jeff Valentine present updated versions of classic chapters and add new sections that

Meta-Analysis in Environmental Economics

Meta-Analysis in Environmental Economics
  • Author : J.C. van den Bergh,Kenneth J. Button,Peter Nijkamp,G.C. Pepping
  • Publisher : Springer Science & Business Media
  • Release : 09 March 2013
GET THIS BOOKMeta-Analysis in Environmental Economics

Meta-analysis is a formal synthesis of results and findings of scientific studies, which can assist in gaining new insights, explaining differences between results of similar studies, or determine useful directions of research. In this book we focus on the use of meta-analysis in environmental economics and related fields of study. The first part of the book covers the overall meta-approach methodology for social sciences and economics in particular. This is followed by technical and non-technical discussions of statistical and rough-set

Big Data Analytics in Bioinformatics and Healthcare

Big Data Analytics in Bioinformatics and Healthcare
  • Author : Wang, Baoying
  • Publisher : IGI Global
  • Release : 31 October 2014
GET THIS BOOKBig Data Analytics in Bioinformatics and Healthcare

As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics in Bioinformatics and Healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of

Introduction to Meta-Analysis

Introduction to Meta-Analysis
  • Author : Michael Borenstein,Larry V. Hedges,Julian P. T. Higgins,Hannah R. Rothstein
  • Publisher : John Wiley & Sons
  • Release : 24 August 2011
GET THIS BOOKIntroduction to Meta-Analysis

This book provides a clear and thorough introduction to meta-analysis, the process of synthesizing data from a series of separate studies. Meta-analysis has become a critically important tool in fields as diverse as medicine, pharmacology, epidemiology, education, psychology, business, and ecology. Introduction to Meta-Analysis: Outlines the role of meta-analysis in the research process Shows how to compute effects sizes and treatment effects Explains the fixed-effect and random-effects models for synthesizing data Demonstrates how to assess and interpret variation in effect

Handbook of Research on Industrial Applications for Improved Supply Chain Performance

Handbook of Research on Industrial Applications for Improved Supply Chain Performance
  • Author : García-Alcaraz, Jorge Luis,Jamil, George Leal,Avelar-Sosa, Liliana,Briones Peñalver, Antonio Juan
  • Publisher : IGI Global
  • Release : 18 October 2019
GET THIS BOOKHandbook of Research on Industrial Applications for Improved Supply Chain Performance

In the industrial world, companies are always seeking competitive advantages to sustain themselves in the globalized market. A supply chain is one of these improvements that managers implement in order to stay ahead of the competition. However, certain methods of supply chains add risks such as the addition of costs, possible accidents, and economic losses. Because of this, companies are looking for techniques in which to progress their supply chain execution. The Handbook of Research on Industrial Applications for Improved

Causal Analytics for Applied Risk Analysis

Causal Analytics for Applied Risk Analysis
  • Author : Louis Anthony Cox Jr.,Douglas A. Popken,Richard X. Sun
  • Publisher : Springer
  • Release : 19 June 2018
GET THIS BOOKCausal Analytics for Applied Risk Analysis

Causal analytics methods can revolutionize the use of data to make effective decisions by revealing how different choices affect probabilities of various outcomes. This book presents and illustrates models, algorithms, principles, and software for deriving causal models from data and for using them to optimize decisions with uncertain outcomes. It discusses how to describe and summarize situations; detect changes; evaluate effects of policies or interventions; learn what works best under different conditions; predict values of as-yet unobserved quantities from available

Redux in Action

Redux in Action
  • Author : Marc Garreau,will faurot
  • Publisher : Simon and Schuster
  • Release : 11 May 2018
GET THIS BOOKRedux in Action

Summary With Redux in Action, you'll discover how to integrate Redux into your React application and development environment. With the insights you glean from the experience of authors Marc Garreau and Will Faurot, you'll be more than confident in your ability to solve your state management woes with Redux and focus on developing the apps you need! Foreword by Mark Erikson, Redux co-maintainer. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning

Systematic Reviews in Health Care

Systematic Reviews in Health Care
  • Author : Matthias Egger,George Davey-Smith,Douglas Altman
  • Publisher : John Wiley & Sons
  • Release : 15 April 2008
GET THIS BOOKSystematic Reviews in Health Care

The second edition of this best-selling book has been thoroughly revised and expanded to reflect the significant changes and advances made in systematic reviewing. New features include discussion on the rationale, meta-analyses of prognostic and diagnostic studies and software, and the use of systematic reviews in practice.

Responsible AI and Analytics for an Ethical and Inclusive Digitized Society

Responsible AI and Analytics for an Ethical and Inclusive Digitized Society
  • Author : Denis Dennehy,Anastasia Griva,Nancy Pouloudi,Yogesh K. Dwivedi,Ilias Pappas,Matti Mäntymäki
  • Publisher : Springer Nature
  • Release : 25 August 2021
GET THIS BOOKResponsible AI and Analytics for an Ethical and Inclusive Digitized Society

This volume constitutes the proceedings of the 20th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2021, held in Galway, Ireland, in September 2021.* The total of 57 full and 8 short papers presented in these volumes were carefully reviewed and selected from 141 submissions. The papers are organized in the following topical sections: AI for Digital Transformation and Public Good; AI & Analytics Decision Making; AI Philosophy, Ethics & Governance; Privacy & Transparency in a Digitized Society; Digital Enabled Sustainable Organizations and Societies; Digital Technologies

Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach

Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach
  • Author : Aboul-Ella Hassanien,Nilanjan Dey,Sally Elghamrawy
  • Publisher : Springer Nature
  • Release : 12 October 2020
GET THIS BOOKBig Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach

This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first part discusses the forecasting and visualization of the COVID-19 data. The second part describes applications of artificial intelligence in the COVID-19 diagnosis of chest X-Ray imaging. The third part discusses