Descriptive Statistics summarizes your dataset, painting a picture of its properties which include various central tendency and variability measures, distribution properties, outlier detection, and other information.
> A positivecorrelation indicates that as one variable decreases, the other tends to increase.
> A negativecorrelation indicates that as one variable increases, the other tends to decrease.
F-Test is a type of hypothesis test that allows you to compare group variances.
Using One-Way ANOVA or Analysis of Variance refers as Single Factor ANOVA; a hypothesis test that uses sample data to make inferential statistics about the properties of an entire population.
RegressionAnalysis describes the relationships between a set of independent variables and the dependent variable.