Table 4.
clogit function | TwoStepCLogit function | |||||
Variable | Coefficient | Robust SE | z | p | Coefficient | SE |
SIconc | −0.119 | 0.243 | −0.491 | 0.623 | −0.005 | 0.364 |
Dkw | 0.365 | 1.545 | 0.237 | 0.812 | 1.866 | 2.934 |
SI2conc | −0.201 | 0.084 | −2.385 | 0.017 | −0.171 | 0.079 |
Dsh | −3.362 | 0.508 | −6.610 | <0.0001 | −3.446 | 0.988 |
SIconc:Dkw | 0.014 | 0.038 | 0.385 | 0.700 | −0.001 | 0.055 |
SI2conc:Dkw | 0.023 | 0.012 | 1.898 | 0.057 | 0.019 | 0.011 |
Dkw:Dsh | 0.423 | 0.068 | 6.174 | <0.0001 | 0.445 | 0.138 |
Dedge:isice = 0 | 1.223 | 0.912 | 1.340 | 0.180 | 1.055 | 0.636 |
Dedge:isice = 1 | 2.349 | 0.574 | 4.089 | <0.0001 | 1.880 | 0.916 |
Dkw:Dedge:isice = 0 | −0.150 | 0.128 | −1.169 | 0.242 | −0.127 | 0.089 |
Dkw:Dedge isice = 1 | −0.321 | −0.073 | −4.393 | <0.0001 | −0.254 | 0.121 |
Parameter estimates, parameter SEs, and levels of significance are comparable for both fitting methods. See Table 1 for definition of terms. z, = z-score on a standard normal distribution. Bolded p values are statistically significant.