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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.المواردData 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.المواردSampling - Yale University
This course paper defines three different simplified sampling options.Contents Simple random sampling Stratified random sampling Multistage random samplingالمواردDabbling 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.المواردOPM's approach to assessing value for money
A clear and well-informed guide to evaluating value for money which addresses important issues including the limitations of using indicators epsecially for complex interventions, and the need to address unintended impacts and complicated caالمواردEval 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.المواردUNICEF: Statistics and Monitoring
In collaboration with a wide range of partners, UNICEF gathers evidence on the situation of children and women around the world.المواردWISE: Web Interface for Statistics Education
WISE's website organises a large amount of statistics resources available on the web into one central place.المواردBig data for development: challenges & opportunities
This white paper by UN Global Pulse examines the use of Big Data in development contexts.المواردExcel for evaluation
This website, created by Ann Emery, provides a series of short videos on using Microsoft Excel to analyze data.المواردThe 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.المواردGeospatial 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.المواردAdapting evaluation in the time of COVID-19 – Part 4: Describe
We’re continuing our series, sharing ideas and resources on ways of ensuring that evaluation adequately responds to the new challenges during the pandemic.المدونةBetterEvaluation 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?المدونةL’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…المواردDescriptive 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 basicالمواردWord 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.الأسلوبSampling for surveys: Stratified random sampling
These instructional videos provide a guide and examples of how to apply stratified random sampling.المواردSampling for surveys: Clustered random sampling
These instructional videos provide a guide and examples of how to apply clustered random sampling.المواردSampling for surveys: Sample size calculations
This instructional video explains how to calculate a sample size for a survey.المواردWho counts? The power of participatory statistics
This workshop by Jeremy Holland for the Institute of Development Studies was streamed live on May 1st, 2014.المواردFrequency 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.المواردSampling for surveys: Simple random sampling
These instructional videos introduce the topic of sampling for surveys and provide a guide and examples of how to apply simple random sampling.المواردUNICEF 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?الموارد6: Sample size and power calculations
This presentation explores methods for identifying the right sample size for randomized evaluations so that results are defendable.المواردQualitative 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 usiالمواردFrom 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.الموارد