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2 pages/≈550 words
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APA
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Mathematics & Economics
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English (U.S.)
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Article Critique binary logistic regression. Mathematics Essay

Essay Instructions:

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?

Essay Sample Content Preview:

Binary Logistical Regression Research Critique
Student Name
Institutional Affiliation
Binary Logistical Regression Research Critique
The article used in this analysis is Bucur, E., Danet, A. F., Lehr, C. B., Lehr, E., & Nita-Lazar, M. (2017). Binary logistic regression—Instrument for assessing museum indoor air impact on exhibits. Journal of the Air & Waste Management Association, 67(4), 391-401. The paper highlights a new approach of assessing the effect of environmental parameters artifacts, utilizing binary logistical regression. The researchers calculated the possible effect on exhibits in particular incidents using a model (mathematical) using the regression approach. The model was the most appropriate to use because it enabled Bucur, Danet, Lehr, Lehr, and Nita-Lazar (2017) to identify the different environmental factors from various potential parameters with considerable effects and then ranked them depending on the severity of their impact.
Why Binary Logistical Regression was selected for this Research
Bucur, Danet, Lehr, Lehr, and Nita-Lazar (2017) used the binary logistical regression in their study as they sought to assess how museum artifacts are affected by environmental conditions. The method enabled them to identify the factors which had a major effect and classify the factors depending on the extent of their severity, to formulate a model that predicts the impact of an environmental scenario on the museum artifacts, and also used binary logistical regression in validating the mathematical model that they had formulated. Therefore, the method was selected because Bucur, Danet, Lehr, Lehr, and Nita-Lazar (2017) considered it the most suitable in achieving these four aims.
Further, Bucur, Danet, Lehr, Lehr, and Nita-Lazar (2017) used the binary logistical regression approach because they wanted to evaluate the impact of the quality of air in the museum on the exhibits that were in the Romanian National Aviation Museum. They collected data in two different periods during the summer of 2014 and the winter of 2015. In this case, the method was used because the researchers sought to model the relationship a b...
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