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I advice nonprofit organizations and companies on how to collect and analyze valuable survey and administrative data to obtain valid and robust insights about their operations and markets. This includes:
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Accuracy and reliability assessment of large scale-human labeling projects
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Bias assessment in ML models
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Survey and sampling design
- Statistical analyses of observational data
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