Table 3.
Men
|
Women
|
|||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
1-month | 6-month | 12-month | 1-month | 6-month | 12-month | |||||||
Est | (se) | Est | (se) | Est | (se) | Est | (se) | Est | (se) | Est | (se) | |
|
|
|
|
|
|
|||||||
1/04–1/09 | 28.5 | 0.3 | 22.7 | 0.1 | 18.4 | 0.1 | 25.3 | 0.9 | 20.9 | 0.3 | 17.8 | 0.2 |
1/04–8/05 | 28.1 | 0.5 | 22.6 | 0.2 | 18.4 | 0.1 | 24.1 | 1.6 | 20.2 | 0.6 | 17.2 | 0.4 |
9/05–4/07 | 28.4 | 0.5 | 22.2 | 0.2 | 18.3 | 0.1 | 26.5 | 1.7 | 21.1 | 0.6 | 17.9 | 0.4 |
5/07–1/09 | 28.8 | 0.5 | 23.1 | 0.2 | 18.6 | 0.1 | 25.4 | 1.5 | 21.2 | 0.6 | 18.1 | 0.4 |
1/04–6/06 | 28.3 | 0.4 | 22.6 | 0.2 | 18.5 | 0.1 | 24.3 | 1.3 | 20.2 | 0.5 | 17.2 | 0.3 |
7/06–1/09 | 28.6 | 0.4 | 22.7 | 0.2 | 18.3 | 0.1 | 26.2 | 1.3 | 21.5 | 0.5 | 18.2 | 0.3 |
Abbreviations:Est, estimate; se, standard error.
Estimates are based on the predicted probabilities from the optimal penalized (elastic net) models. The optimal penalized models had a mixing parameter of α=0.7 for men and α=0.9 for women. These are weighted more in the direction of the lasso penalty (α=1.0), which favors deletion of all but one predictor in each highly correlated predictor set, than the ridge penalty (α=0.0), which favors the inclusion of all predictors even when they are highly correlated and adjustment for multicollinearity by coefficient shrinkage. February-December 2009 were excluded because we did not have 12-months of follow-up data after these months