Signif. codes: 0***0.001**0.01*0.05 . 0.1 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 43.230 on 31 degrees of freedom Residual deviance: 10.059 on 29 degrees of freedom AIC: 16.06 Number of Fisher Scoring iterations: 8 ...
type 2 diabetes mellitus and its relationships to future myocardial infarction (MI) and all-cause mortality.Methods and Results-We examined data from the 5102 patients in the 30-year UK Prospective Diabetes Study (UKPDS) and used Cox proportional hazards regression to examine outcomes by SMI ...
R codes are available. Conclusions and perspectives for future research are given. Supplementary materials accompanying this paper appear on-line.doi:10.1007/s13253-023-00599-2Pierre DutilleulTomoaki ImotoKunio ShimizuStephen BucklandSpringer USJournal of Agricultural, Biological & Environmental Statistics (...
Signif. codes: 0 ’***’ 0.001 ’**’ 0.01 ’*’ 0.05 ’.’ 0.1 ’’ 1 Residual standard error: 3.24 on 17 degrees of freedom Multiple R-squared: 0.914, Adjusted R-squared: 0.898 F-statistic: 59.9 on 3 and 17 DF, p-value: 3.02e-09 ...
codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 ## ## Residual standard error: 0.4261 on 3 degrees of freedom ## Multiple R-squared: 0.943, Adjusted R-squared: 0.9241 ## F-statistic: 49.67 on 1 and 3 DF, p-value: 0.005871 sigr::wrapFTest() can render the ...
the Bayesian linear regression was carried out using a measurement error model that takes into account the uncertainties of both the dependent and independent variables. Before fitting the Bayesian measurement error model to the data both the dependent and independent variables were standardized. The unc...
data linked to Medicare. We identified Veterans aged ≥ 65 years who were hospitalized for ≥ 24 h with COVID-19 from 06/01/2020 to 1/31/2022 and had ≥ 2 primary care visits within 24 months prior to the index hospitalization. We performed multivariable logistic regression ...
We used logistic regression to calculate adjusted OR for an outcome controlling for demographic, medical and laboratory parameters. We analyzed the following continuous variables as categorical variables: age was categorized into four age groups (0−2, 3−6, 7−12, 13−18); Socio-economic ...
Moreover, it has been recognized that the c-MET oncogene, which codes for the tyrosine kinase receptor for HGF, enhances invasion and metastasis of various types of cancer cells, including breast cancer, through stimulating proliferation, survival, invasiveness and angiogenesis[35–37]. Furthermore,...
33. Tibshirani R. Regression shrinkage and selection via the lasso: a retrospective. J R Stat Soc B. 2011;73:273–82. 34. Sanz H, Valim C, Vegas E, Oller JM, Reverter F. SVM-RFE: selection and visualization of the most relevant features through non-linear kernels. BMC Bioinformatics....