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Create a descriptive statistics table and histogram for selected variables in a dataset. Write a 2–3-page narrative summary in a Word document and insert the table and histogram graphic into this document.
Note: You are strongly encouraged to complete the assessments in this course in the order they are presented.
Descriptive statistics play an important role in analyzing data. It numerically summarizes key characteristics of variables. Measures of central tendency (mean, median, and mode) and dispersion (variance, standard deviation, and range) characterize the probability distribution. A histogram visualizes the distribution of numerical data indicating the number of data points that lie within a range of values. For this assessment, you will perform descriptive statistics and create a histogram for selected variables in a dataset.
By successfully completing this assessment, you will demonstrate your proficiency in the following course competencies and assessment criteria:
- Competency 2: Analyze data using computer-based programming and software.
- Competency 3: Interpret results of data analysis for value-based health care decisions, policy, or practice.
- Competency 4: Present results of data analysis to support a decision or recommendation.
- Competency 5: Communicate audience-appropriate health management content in a logically structured and concise manner, writing clearly with correct use of grammar, punctuation, spelling, and APA style.
- Perform the appropriate descriptive statistics for selected variables in a dataset.
- Interpret statistical results used in the data analysis.
- Create a histogram that visually depicts the distribution of selected variables in a dataset.
- Write a narrative summary of the results that includes practical, administration-related implications of the descriptive statistics.
- Write clearly and concisely, using correct grammar, mechanics, and APA formatting.
I have attached the completed word document and excel. Please
Expert Solution Preview
Introduction:
As a medical professor responsible for creating assignments and evaluating student performance, it is my role to ensure that students develop a thorough understanding of statistical analysis and data interpretation. In this assignment, students are required to perform descriptive statistics and create a histogram for selected variables in a dataset.
Answer:
In order to complete this task, students should begin by performing the appropriate descriptive statistics for selected variables in the dataset. This involves calculating measures of central tendency and dispersion, such as the mean, median, mode, variance, standard deviation, and range.
Once these statistical values have been calculated, students should interpret the results used in the data analysis. This involves understanding the meaning of each statistical measure and how it relates to the dataset under consideration.
After performing descriptive statistics, students should create a histogram that visually depicts the distribution of selected variables in the dataset. This allows them to identify patterns and trends in the data, and to draw conclusions about the nature of the variables they are analyzing.
Finally, students should write a narrative summary of the results that includes practical, administration-related implications of the descriptive statistics. This involves communicating the key findings of the analysis in a clear and concise manner. They should also adhere to correct grammar, mechanics, and APA formatting guidelines when writing their report.