Question: when examining a data for a disease over 10 years between high income and low income countries, for statistical analysis, should I be using, paired

when examining a data for a disease over 10 years between high income and low income countries, for statistical analysis, should I be using, paired t-test, Wilcoxon signed ranks test, independent t-test, Mann-whitney U test, repeated measures ANOVA, Friedman test, One-way ANOVA, Pearsons correlation, or Spearman's rank-order correlation?

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