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Filter search results9 free books for learning data mining & data analysis
This list compiled by Alex Ivanovs brings together a range of books aimed at both beginners and those who are looking to fill in gaps in their knowledge.ResourceData collection & analysis video
This video guide from UNICEF looks at the issues involved in choosing and using data collection and analysis methods for impact evaluations.ResourceDabbling in the data
The guide and toolkit, Dabbling in the Data, includes detailed instructions for teams to use to delve more deeply into quantitative and qualitative data.ResourceEval C3
EvalC3 is an organised set of tools for developing, exploring and evaluating predictive models of expected outcomes. This resource and the following information was contributed by Rick Davies.ResourceUNICEF: Statistics and Monitoring
In collaboration with a wide range of partners, UNICEF gathers evidence on the situation of children and women around the world.ResourceQualitative comparative analysis: A valuable approach to add to the evaluator’s ‘toolbox’? Lessons from recent applications
Based on the lessons from three diverse applications of Qualitative Comparative Analysis (QCA), this Centre for Development Impact Practice Paper by Florian Schatz and Katharina Welle reflects on the potential of this approach for theResourceWISE: Web Interface for Statistics Education
WISE's website organises a large amount of statistics resources available on the web into one central place.ResourceBig data for development: challenges & opportunities
This white paper by UN Global Pulse examines the use of Big Data in development contexts.ResourceExcel for evaluation
This website, created by Ann Emery, provides a series of short videos on using Microsoft Excel to analyze data.ResourceThe analysis of covariance (ANCOVA)
This slide show provides an overview of this option and lists the advantages and disadvantages of its use. There are also a number of examples of covariance and linear regression equations.ResourceGeospatial analysis in evaluation
This blog from the Independent Evaluation Group (IEG) highlights the role of geospatial data in understanding change in phenomena, and answering questions of relevance and effectiveness of development interventions.ResourceBetterEvaluation FAQ: How do you go about analyzing data that has been collected from respondents via a questionnaire?
In this edition of the BE FAQ blog, we address a question that comes up quite often: How do you go about analysing data that has been collected from respondents via a questionnaire?BlogL’évaluation en contexte de développement
Ce manuel est destiné aux personnes souhaitant s’initier à l’évaluation de programmes, en particulier en contexte de développement et de coopération internationale. À cet égard, tout en déroulant le fil d’une démarche évaluative classique, il présente…ResourceDescriptive and multivariate statistics
In this chapter from Exploring Crime Analysis Readings on Essential Skills, the key principles of descriptive and multivariate statistics are demonstrated so as to provide practitioners with the basicResourceWord cloud
Word clouds or tag clouds are graphical representations of word frequency that give greater prominence to words that appear more frequently in a source text.MethodWho counts? The power of participatory statistics
This workshop by Jeremy Holland for the Institute of Development Studies was streamed live on May 1st, 2014.ResourceFrequency distribution tables
This webpage from Statistics Canada demonstrates how to construct four different types of frequency distribution tables. Each example comes with clear instructions and a detailed example of the final product.ResourceUNICEF webinar: Overview of data collection and analysis methods in Impact Evaluation
What is the value of using mixed methods in impact evaluation? What methods and designs are appropriate for answering descriptive, causal and evaluative questions?ResourceQualitative comparative analysis
Qualitative Comparative Analysis (QCA) is an evaluation approach that supports causal reasoning by examining how different conditions contribute to an outcome.ApproachQualitative research & evaluation methods: Integrating theory and practice
The fourth edition of Michael Quinn Patton's Qualitative Research & Evaluation Methods Integrating Theory and Practice, published by Sage Publications, analyses and provides clear guidance and advice for usiResourceUsing qualitative comparative analysis to explore causal links for scaling up investments in renewable energy
This paper illustrates how qualitative comparative analysis (QCA) was used to identify causal pathways for scaling renewable energy to meet sustainable development and climate goals.ResourceCompasss: Comparative methods for systematic cross-case analysis
COMPASSS (Comparative methods for systematic cross-case analysis) is a website that has been designed to develop the use of systematic comparative case analysis as a research strategy by bringing together scholars and practitioners who sharResourceSet-theoretic methods for the social sciences: A guide to qualitative comparative analysis
This book, by Schneider and Wagemann, provides a comprehensive overview of the basic principles of set theory to model causality and applications of Qualitative Comparative Analysis (QCA), the most developed form of set-theorResourceFrom narrative text to causal maps: QuIP analysis and visualisation
This paper focuses on analysing raw data to produce useful visual summaries, describing in detail the processes involved in a QuIP analysis.ResourceAn introduction to applied data analysis with qualitative comparative analysis
This article by Nicolas Legewie provides an introduction to Qualitative Comparative Analysis (QCA). It discusses the method's main principles and advantages, including its concepts.ResourceWhat is qualitative comparative analysis (QCA)?
This slide show from Charles C Ragin, provides a detailed explanation, including examples, that clearly demonstrates the question, 'What is QCA?'.ResourceA critical review of applications in QCA and fuzzy-set analysis and a ‘toolbox’ of proven solutions to frequently encountered problems
This paper from Patrick A. Mello focuses on reviewing current applications for use in Qualitative Comparative Analysis (QCA) in order to take stock of what is available and highlight best practice in this area.Resource