Walden University week 2 Binary Logistic Regression Article Analysis HW

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Assignment 2: Article Critique

The practice of quantitative research not only involves statistical calculations and formulas but also involves the understanding of statistical techniques related to real-world applications. You might not become a quantitative researcher nor use statistical methods in your profession but as a consumer, citizen, and scholar-practitioner, it will be important for you to become a critical consumer of research, which will empower you to read, interpret, and evaluate the strength of claims made in scholarly material and daily news.

For this Assignment, you will critically evaluate a scholarly article related to logistic regression.

To prepare

  • Review the Article Critique Assignment Guide in the Walden Library, listed in the Week 2 Learning Resources.
  • Search the Walden Library for a quantitative article that applies binary logistic regression.

By Day 7

The Assignment

Write a 2- to 3-page critique of the research you found in the Walden Library that includes responses to the following prompts:

  • Why did the authors select binary logistic regression in the research?
  • Do you think this test was the most appropriate choice? Why or why not?
  • Did the authors display the results in a figure or table?
  • Does the results table stand alone? In other words, are you able to interpret the study from it? Why or why not?

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Running Head: BINARY LOGISTIC CRITIQUE
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Binary Logistic Critique
Name
Course
Date

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BINARY LOGISTIC CRITIQUE
Binary logistics critique
Reason for selecting binary logistic
For any researcher, the prediction of possible outcome based on any study plays an
essential role in ensuring that they make a quality decision based on the available data. One of
the well-known approaches that can help researchers in predicting the possible odds of having a
case on the basis of independent variables is the binary logistic regression. In this method, the
odds are in most cases defined on the basis of the probability that a specific outcome of the study
in question is a case divided by the chance that it is one of the noncase instances. In the presented
study, the researcher had several options to make on the basis of the data as well as the expected
outcome. However, the authors in the study chose to work with the binary logistic regression.
Among the reasons that made the authors focus on the application of this model is the
fact that the method did not only give the measures in relation to the relevance of a predictor
variable but also the direction of association involved with a specific variable. With this
consideration, the author was able to gain more knowledge that would facilitate effective
decision making regarding the data and the possible effects of a given set of data (Osborne,
2017). The other reason that the author selected this model is based on the fact that the binary
logistic regression model was relatively easy to implement based on the nature of the involved
variables.
Effectiveness of this model
In the study that the authors in this article completed, one may argue that the binary
logistic regression was the most appropriate choice to make based on the fact that the rate of
interpretation that is associated with this model is manageable. Due to the minimal complications

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BINARY LOGISTIC CRITIQUE
that were related to the interpretation of data in this model, the author mad...


Anonymous
I was struggling with this subject, and this helped me a ton!

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