Using Instrumental Variable Analyses to Inform ... - The Lewin Group

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Using Instrumental Variable Analyses to Inform ... - The Lewin Group

Using Instrumental Variable Analyses to Inform ... - The Lewin Group

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Outcome<br />

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Levels of Unobserved confounder

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The Value of Diagnostics Innovation Adoption and Diffusion into Health Care

Bending the Health Care Cost Curve in New York State

FOR THE UNINSURED

Outcome 0 1 2 3 4 Levels of Unobserved confounder

Outcome 0 1 2 3 4 Patients Select <strong>to</strong> Receive New Treatment Levels of Unobserved confounder Patients Select <strong>to</strong> Receive Control Treatment

Page 1 and 2: Anirban Basu, PhD The University of
Page 4 and 5: • Identify instrumental variables
Page 6 and 7: Outcome 0 1 2 3 4 Potential Outcome
Page 10 and 11: Outcome 0 1 2 3 4 Levels of Unobser
Page 12 and 13: Outcome 0 1 2 3 4 Levels of Unobser
Page 14 and 15: Outcome 0 1 2 3 4 Effect of IV2 Eff
Page 16 and 17: • Mirrors control function and se
Page 18 and 19: Outcome 0 1 2 3 4 Levels of Unobser
Page 20 and 21: MTE(UD) ( in $) -100000 0 100000 20
Page 23 and 24: V ( Z , X ) U E ( U )=0 D 1( V
Page 25 and 26: D 1( V 0) = = Let D 1( V 0) 1( U