To discuss the various gradient descent algorithms, I am going to use the Logistic Regression’s Loss function as the ‘to be optimised’ function. For those who are not aware of Logistic Regression, Logistic Regression is a statistical technique with the input variables (independent variables or...
A logistic regression model was performed. Results: 21.5% of responders never had discussed LTP with their neurologist and 47.1% lacked clarity about their LTP. PwMS had similar preference for LTP information at diagnosis, survey (current) or in the future (72.4%, 71.7%, 73.4%, respectively)...
A workforce survey including questions about four lifestyle topics (including diet/nutrition, smoking/drugs/alcohol, physical activity/fitness, and stress management) was distributed to a nationally representative sample of Australian registered osteopaths in 2016. Separate multivariate logistic regression and...
We examined differences in utterances by study arm using mixed effects negative binomial models and utterances as a mediator of PREPARE's effect on documentation using adjusted logistic regression. Models were adjusted for health literacy, prior care planning, and clinician. Results: Among 393 ...
Multivariate logistic regression models examined the main and interaction effects of health and psychosocial factors associated with patients'reluctance to discuss self-care. RESULTS-Patients reported positive relationships with their doctors and valued honest communication; however, 30% of patients were ...
Logistic regression analysis was used to determine the effects of personal values and professional, sociodemographic and practice-related characteristics on physicians' comfort level regarding discussion of HPV vaccination with female patients. Results Full responses were collected from 301 primary care ...
[12] analyzed performance through the application of knowledge transfer. The results suggest that the S-shaped model (logistic model) provides the best fit for group learning. Several studies used learning theory to predict the relationship between the number of confirmed cases and the social ...