Real World Health Care Data Analysis

Index

A

a priori logistic regression model 51–52, 74

Academy of Managed Care Pharmacy (AMPC) 7, 9

algorithms

See also entropy balancing (EB) algorithm

balancing 207, 210

Crump 82

EM/ECM 46

generalizability and 377–378

ITR 397, 398–409, 411–412

matching 136, 140–144

selecting 143–144

always-takers 19

AMPC (Academy of Managed Care Pharmacy) 7, 9

analysis

base-case 345–347

of data sets 26–40

of entropy balancing (EB) algorithm 220–232

of generalizability using PCI15K data 384–392

of Local Control (LC) 195–204

of PCI15K data 179–204

Analysis of Observational HealthCare Data Using SAS (Faries) 1

analysis stage, for research projects 10

analytical methods, summary of 355–358

Angrist, J.D. 16

array approach 355, 361–362

ASAM (average standardized absolute ...