Table 1. Baseline simulation design for LMIC and variations.
Scenario | Description of baseline simulation design | Factors we varied |
---|---|---|
a | Define a sample size (number of DMUs) | Number of DMUs |
b, c | Simulate inputs, x1 ∼ unif(0,5), x2 ∼ unif(0, 10), x3 ∼ unif(0, 8) | Correlation between inputs and fixed inputs |
d | Simulate measurement error, | Type and variation of measurement error |
e | Simulate efficiency, θi ∼ unif(0,1) | Distribution and variation of efficiency |
f | Define a production function f(.) to represent how the input vector x is transformed into output vector y, e.g.: y = f (x). | Production function f(.) |