Problem: Describe, compare, and contrast the following levels of measurement. Nominal, interval, ordinal, and ratio. Explain the implications of these as far as conducting research and data analysis procedures. Pick two hypothetical variables. Describe how you would measure them using any two of the levels mentioned above.