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The impact of unmeasured within- and between-cluster confounding on the bias of effect estimatorsof a continuous exposure

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Unmeasured confounding almost always exists in observational studies and can bias estimates of exposure effects. Instrumental variable methods are popular choices in combating unmeasured confounding to obtain less biased effect estimates. However, we demonstra... ...