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Multistage sampling
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Related lectures (6)
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Approximate Query Processing: BlinkDB
Introduces BlinkDB, a framework for approximate query processing using sampling techniques.
Estimation Methods: BLP and Control-Function
Covers the inconsistency in estimates due to endogeneity and introduces the BLP and Control-Function estimation methods.
Sampling strategies: an example
Illustrates sampling strategies with simple random and stratified sampling on a 1000K population.
Stratified Sampling: Theory and Applications
Explores stratified sampling, dividing a population into subgroups for more accurate sampling.
Approximate Query Processing: BlinkDB
Introduces BlinkDB, a framework for approximate query processing using data samples to provide fast answers.
Sampling strategies
Explores research process, variable types, causality vs correlation, and sampling strategies.
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