Table 4. The result of six approaches to estimate the effect of prior exposure to Bovine Viral Diarrhea Virus (BVDV) on Bovine Respiratory Disease (BRD) incidence using a subset of the NBRDI data with 1,552 cattle nested in 10 feedlots.
se() | se() | se() | ||||
---|---|---|---|---|---|---|
UOM | 0.6510 | 0.0199 | 0.4703 | 0.0143 | 0.4759 | 0.0520 |
MOM | 0.6513 | 0.0199 | 0.4700 | 0.0143 | 0.4748 | 0.0521 |
IPW | 0.6518 | 0.0532 | 0.5016 | 0.0148 | 0.5375 | 0.1207 |
ICPW | 0.6490 | 0.0535 | 0.5083 | 0.0150 | 0.5591 | 0.1247 |
DR-IPW | 0.6303 | 0.0339 | 0.5056 | 0.0144 | 0.6000 | 0.0931 |
DR-ICPW | 0.6290 | 0.0339 | 0.5089 | 0.0145 | 0.6114 | 0.0946 |
a UOM: Univariable outcome model; MOM: Multivariable outcome model
b IPW: Inverse probability weighting; ICPW: Inverse conditional probability weighting
c DR-IPW: Doubly robust with IPW; DR-ICPW: Doubly robust with ICPW