Table 2.
OLS | Square root | Poisson | Negative binomial | ZI Poisson | ZI Negative binomial | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
B | SE | B | SE | B | SE | B | SE | B | SE | B | SE | |
Predicting increasing frequency of SA
| ||||||||||||
Intercept | 1.16*** | .16 | .38*** | .04 | −.38*** | .05 | −.68*** | .14 | 1.54*** | .06 | .78* | .31 |
HTW | .01 | .21 | .05 | .05 | .10* | .05 | .13 | .19 | −.19** | .06 | −.07 | .21 |
RMA | .30 | .21 | .09 | .05 | .15** | .05 | .45* | .20 | .15* | .05 | .21 | .22 |
Charm | .05 | .21 | .05 | .04 | .21*** | .05 | .23 | .17 | −.08** | .05 | .04 | .20 |
Peer | .35 | .18 | .07 | .04 | −.05 | .03 | .25 | .20 | .14*** | .04 | .04 | .19 |
Sanctions | −.39* | .17 | −.09* | .04 | −.28*** | .04 | −.20 | .15 | −.19** | .04 | −.24 | .15 |
Pornography | .06 | .18 | .01 | .04 | .06 | .04 | .14 | .16 | .01 | .04 | .05 | .14 |
Compulsion | .43* | .18 | .11** | .04 | .28*** | .03 | .16 | .16 | .06 | .04 | −.01 | .16 |
Impulsivity | .44* | .18 | .08* | .04 | .33*** | .04 | .37* | .16 | .31*** | .05 | .56** | .20 |
Often drunk | .75*** | .18 | .18*** | .04 | .28*** | .03 | .48** | .18 | .05** | .03 | .07 | .11 |
α a | 9.40*** | 1.25 | 2.52** | .93 | ||||||||
Predicting membership in the true-zero SA group | ||||||||||||
Intercept | 1.85*** | .13 | .99* | .40 | ||||||||
HTW | −.31* | .15 | −.31 | .24 | ||||||||
RMA | −.25 | .15 | −.33 | .24 | ||||||||
Charm | −.23 | .14 | −.26 | .22 | ||||||||
Peer | −.06 | .12 | −.30 | .29 | ||||||||
Sanctions | .19 | .12 | .15 | .17 | ||||||||
Pornography | −.08 | .12 | −.09 | .18 | ||||||||
Compulsion | −.16 | .11 | −.29 | .25 | ||||||||
Impulsivity | −.08 | .12 | .29 | .25 | ||||||||
Often drunk | −.39** | .11 | −.81** | .29 | ||||||||
AIC | 1830 | --- | 2824 | 1129 | 1484 | 1108 |
Note: OLS = Ordinary least squares; ZI = Zero-inflated; HTW = Hostility toward Women; RMA = Rape Myth Acceptance; SA = Sexual Aggression; AIC = Akaike Information Criterion.
p<.05
p<.01
p<.001 (all two-tailed).
Overdispersion parameter estimate.