Using the regression results, a Random Forest classification model was constructed to locate areas where the composition of environmental factors could either facilitate or mitigate deforestation processes.
Aside from the main results with regard to specialist density and district types, we analyzed the impact of age, sex, and IBD type (CD or UC) on the aspects of interest using the regression results.
Using the regression results reported in Additional file 1: Table A3, the increase in expected unemployment duration due to a 10-week extension of UI benefits is approximately 0.7 weeks in the 2007 11 episode and 0.9 weeks for the 2000 04 episode.
To remedy the relative risk overestimation for these condition categories, we scaled the rate ratios estimated from dNHI and Medicare 5% sample using the regression results from the MEPS analysis by applying a scalar (with the scalar calculated as the full model rate ratio divided by the naïve model rate ratio) (2).
Using the regression model and laboratory test results, elastic modulus of the test soil sample was calculated.
Different from what we identified using real sequences, the regression result of random sequences shows that when GC-content difference is 0.01, the R square is not equal to 1.0 (mean = 0.980, P = 0.1316, t-test).
Using the logistic regression results, we computed the estimated probability for each outcome for the reference case representing the largest age/sex group in the sample (female, aged 30 39) during the first month on ART (0 30 days on ART).
Using the linear regression results, a residual value was calculated for each patient to quantify the deviation from the average behavior.
To plot these results, we used the regression model to predict BPA by hour for a "standard person" having the median of continuous variables and mode of categorical variables.
