The two methods, logistic regression and receiver operating characteristic (ROC) curve analysis, are applied to our age-related macular degeneration dataset. By using an additive model of the CFH, LOC387715, and C2 variants, the odds ratios are 2.9, 3.4, and 0.4, with p-values of 10-13, ...
CI = Confidence interval, OR = Odds ratio.Hosmer-Lemeshow v2 = 1.8619, df = 8, p=0.9850. aDerived by multiple forward stepwise logistic regression with consideration of the following covariates: coadministered nephrotoxic agen...
married > > di "the odds of union membership for married women is " /// > (280/942)/(181/475) " times the odds of union membership" /// > " for non-married women" > // so mariage reduces the odds of memebership with 22% > > // this odds ratio can be recovered with -...
Analysis of the logistic model for accident severity on urban road environment A statistical interpretation is given of the model-developed estimates in terms of odds ratio concept. The findings show that the logistic regression model ... ZMZ Ma,CSC Shao,YHY Hao,... - IEEE 被引量: 32发表:...
In the first paragraph of the Result section, we had described "To diminish the possible interference of environmental carcinogens, the adjusted odds ratios (AORs) with 95% CIs were estimated by multiple logistic regression models after controlling for age, gender, betel quid chewing, and tobacco...
You are messed up with Odds Ratio . By that logic , You should take Logistic Model , not Possion Ression, unless P is very low . Let's take the link function of Logistic and Possion: Logistic is log( p /(1- p)) . Possion is log( count ). If p ~ 0 then log( p /(1- p...
When inspecting the logistic coefficients vs the odds ratio of the three different predictors, the related p values change. For example: C#3 ON CLE_SA7 0.955 0.343 2.789 0.005 CLE_PV7 0.801 0.314 2.556 0.011 ODDS RATIO C#3 ON CLE_SA7 2.600 0.891 1.796 0.072 CLE_PV7 2.229 0.699 1.758...
Multivariate logistic regression was performed to identify clinical variables that affect test performance. No significant differences in test performance were found among individual radiologists. Prior biopsy (odds ratio [OR] 0.10, P=.01), radiologist experience >500 prostate mpMRI (OR 0.18, P=.04...
Black individuals were more likely than White individuals (odds ratio [OR], 15.2; 95% CI, 11.6-20.3) to have a new impairment. Age, height, sex, and race were all found to have a significant association with the odds that the GLI Global reference equations resulted in an increase in ...
Multivariable analysis showed that phase III trial results were the only significant predictor for a positive conclusion by trial authors (odds ratio [OR], 92.2; 95% CI, 19.7 to 431.6; P Conclusion;The interpretation of recently published phase III cancer trials by their authors or by ...