Problems Why Statement Types of Research Descriptive Associative Experimental Types of Data Nominal Ordinal Interval Ratio Types of Variables Manipulative Non manipulative Independent Dependent Hypothesis Testing Type I Type II Type III Normal Curve Relationship Predictors Sampling Significance Level