You will examine the use of multiple logistic regression in research. You create a multiple logistic regression model in SPSS and also interpret the output. You evaluate the effectiveness of multiple logistic regression. Evaluate use of multiple logistic regression in research

You will examine the use of multiple logistic regression in research. You create a multiple logistic regression model in SPSS and also interpret the output. You evaluate the effectiveness of multiple logistic regression.
Evaluate use of multiple logistic regression in research

Apply multiple logistic regression diagnostics
Apply multiple logistic regression assumptions
Apply methods to perform multiple logistic regression
Interpret results of multiple logistic regression

Much of the study of epidemiology and biostatistics addresses the following outcomes: disease or no disease, death or no death, exposure or no exposure. These are dichotomous outcomes, making multiple logistic regression a reasonable choice for evaluation of epidemiological data. Many doctoral epidemiology students, therefore, choose multiple logistic regression to analyze research data.
For this Assignment, review the articles in the reference.
Select one article “For the Assignment. If you use material from any of the below articles, cite it.
Write using the following key elements of the article you selected and put the key elements in bold as headings.
Identify variables: independent variable(s), dependent variable(s), and confounders.
What was the research question?
Why was multiple logistic regression used?
What was the main result(s)?
What was the interpretation?
What are your thoughts on the limitation(s) of the study?

References

Afifi, T. O., Cox, B. J., Martens, P. J., Sareen, J., & Enns, M. W. (2010). The relationship between problem gambling and mental and physical health correlates among a nationally representative sample of Canadian women. Canada Journal of Public Health, 110(2), 171–175.

Villar, J., Valladares, E., Wojdyla, D., Zavaleta, N., Carroli, G., Velazco, A., … Acosta, A. (2006). Caesarean delivery rates and pregnancy outcomes: The 2005 WHO global survey on maternal and perinatal health in Latin America. Lancet, 367(9525), 1819–1829.

Ang, R. P., & Huan, V. S. (2006). Relationship between academic stress and suicidal ideation: Testing for depression as a mediator using multiple regression. Child Psychiatry & Human Development, 37(2),133–143.

Laureate Education, Inc. (Executive Producer). (2012). Multiple logistic regression. Baltimore, MD: Author.

Assignment Part two : Multiple Logistic Regression in Action 4 pages should have 6 references.

Multiple logistic regression is a model that uses analysis of predictor variables to make predictions as to the likelihood of occurrences of an outcome.
For this Assignment, you use multiple logistic regression to analyze a dataset. You identify assumptions required by multiple logistic regression and evaluate whether they have been met by the data. Finally, you interpret your results and evaluate the use of multiple logistic regression.

Explanation & Answer

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