Pt1420 Unit 3 Assignment

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Introductory, in response to week 5 of unit 5 of the Math Assignment in Analysis of Complaints Data. The introduction is below: First and foremost, in this assignment post, I will analyze the complaints data across the four different regions utilizing the descriptive statistics along with, ANOVA “Analysis of Variance”. Then, I will utilize the software JASP to perform the statistical analysis. indeed, the significance level for this analysis is set at 5%. The Data Overview Admittedly, the dataset contains complaints data split across the four regions. And therefore, below is the Question-a-I. Import the Data into JASP and Provide The descriptive Statistics Table below, Well, the region with the Highest Average Number of Complaints is, The region 4 has the highest …show more content…
Well, the expectation of Average Number of Complaints being different is, Indeed, based on the descriptive statistics, the averages along with, standard deviations suggest variability in complaints across regions, indicating the possibility of different average complaints. Question b- The hypothesis for evaluating average number of complaints is: The Null Hypothesis (H0) is the average number of complaints and is the same across all four regions. Regarding the Alternative Hypothesis (H1), the average number of complaints is different across at least one region. Question -c-I Run ANOVA in JASP ANOVA Output Table The import pandas as pd # Create the dataset for analysis data = "Region": [1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4], "Complaints": [0, 1, 3, 1, 0, 1, 3, 1, 2, 0, 4, 3, 5, 2, 4, 5, 4, 3, 5, 4] df = pd.DataFrame(data) # Save the dataset as a CSV file for JASP import 2 1 3 3 1 1 4 1 0 The questions are below. I. The F-statistics alongside, p-value: F-statistic: 14.55 p-value: 0.0002. Conclusion: Ultimately, since the p-value “0.0002” is less than the significance level “0.05”, Indeed, I reject the null