"The objective of this research is to determine the profit that Qatar made from hosting the World Cup. It will involve analyzing data on revenue generated from ticket sales, merchandise, advertising, and other sources// Research question: What is the economic impact of hosting the World Cup on Qatar?" Which one would be the appropriate statistical test for this study from the below chart?

Source: Biostatistics by Harvey Motulsky, 1995, Oxford University Press Type of Data Rank , Score, or Goal Measurement Binomial (From Gaussian Population) Measurements Survival Time (Two Possible Outcomes) (from Non-Gaussian Population) Describe one group Mean, SD Median, interquartile range Proportion Kaplan Meier survival curve Compare one group to a Chi-Square or One - Sample + test Wilcoxon test hypothetical value Bionomial test Compare two unpaired Fisher's test (Chi-square Log-rank test or Unpaired + test Mann-Whitney test groups for large samples) Mantel-Haenszel Compare two paried Paired + test Conditional proportional Wilcoxon test McNemar's test groups hazards regression Compare three or more One-way ANOVA Kruskal-Wallis test Chi-square test Cox proportional hazard unmatched groups regression Compare three or more Repeated-Measures Friedman test Conditional proportional matched groups ANOVA Cochrane Q hazards regression Quantify association Pearson Correlation Spearman correlation between two variables Contigency coefficients Predict value from Simple linear regression Cox proportional hazard another measured variable or Nonlinear regression Nonparametric regression Simple logistic regression regression Predict value from several Multiple linear regression measured or bionomial or Multiple nonlinear Multiple logistic regression Cox proportional hazard regression