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

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Outcome

0 1 2 3 4

AVERAGE TREATMENT

EFFECT

Potential Outcomes

With New Treatment

Potential Outcomes

With Control Treatment

Levels of Unobserved confounder

The Value of Diagnostics Innovation Adoption and Diffusion into Health Care

Bending the Health Care Cost Curve in New York State

Outcome 0 1 2 3 4 Potential Outcomes With New Treatment Potential Outcomes With Control Treatment Levels of Unobserved confounder

Outcome 0 1 2 3 4 AVERAGE TREATMENT EFFECT Potential Outcomes With New Treatment Potential Outcomes With Control Treatment Levels of Unobserved confounder

Page 1 and 2: Anirban Basu, PhD The University of
Page 4 and 5: • Identify instrumental variables
Page 8 and 9: Outcome 0 1 2 3 4 Levels of Unobser
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

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

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