Page 22 - Quantitative Data Analysis
P. 22

Quantitative Data Analysis
                                              Simply Explained Using SPSS


                       that are equal distance from one another. Arithmetic can be
                       applied; add, subtract, average
                       a.     No “meaningful” zero.

               6.      Examples:
                       a.     IQ scores (Quasi-interval)
                       b.     Temperature (Fahrenheit and Celsius)
                       c.       F does not mean there is no temperature outside.
                              If temperature in February is 14 C and temperature
                              in June is 28 then it is incorrect to say that June has
                              as twice temperature as February.

                       d.     Percentiles
                                                                        th
                              The difference in achievement between the 50
                                    st
                              and 51  percentiles is not necessarily the same as
                                                                       th
                              the difference in achievement between the 90  and
                                st
                              91  percentile.

                       e.     Scores on standardized tests

                              Scores on the GRE Math range from 130 to 170;
                              zero is not on the scale of possible scores.

               7.      Ratio Scale
                       A ratio variable has equal intervals between values and a
                       meaningful zero point.
               8.      Examples:
               1.      Height, weight, time, scores on school tests, dollar bills
               2.      Number of students in class, number of houses in a city
               3.      Yearly income, etc.





               The Theory and Applications of Statistical Inferences           6
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