Examining the Distribution of Final Exam Scores

The UNIVARIATE Procedure
Variable: Final

Moments
N 12 Sum Weights 12
Mean 82.4166667 Sum Observations 989
Std Deviation 8.59659905 Variance 73.9015152
Skewness 0.22597472 Kurtosis -1.0846549
Uncorrected SS 82323 Corrected SS 812.916667
Coeff Variation 10.4306561 Std Error Mean 2.48162439

Basic Statistical Measures
Location Variability
Mean 82.41667 Std Deviation 8.59660
Median 81.50000 Variance 73.90152
Mode 80.00000 Range 26.00000
    Interquartile Range 14.50000

Basic Confidence Limits Assuming Normality
Parameter Estimate Lower 90% CL
Mean 82.41667 79.03314
Std Deviation 8.59660 6.85984
Variance 73.90152 47.05738

Tests for Location: Mu0=80
Test Statistic p Value
Student's t t 0.973825 Pr > |t| 0.3511
Sign M 1 Pr >= |M| 0.7539
Signed Rank S 8 Pr >= |S| 0.4434

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.952903 Pr < W   0.6797
Kolmogorov-Smirnov D 0.113328 Pr > D > 0.1500
Cramer-von Mises W-Sq 0.028104 Pr > W-Sq > 0.2500
Anderson-Darling A-Sq 0.212693 Pr > A-Sq > 0.2500

Quantiles (Definition 5)
Quantile Estimate 90% Confidence Limits
Assuming Normality
100% Max 97.0    
99% 97.0 96.30698 114.6289
95% 97.0 91.55028 105.9399
90% 93.0 88.89956 101.4163
75% Q3 89.0 84.12815 94.1623
50% Median 81.5 77.95996 86.8734
25% Q1 74.5 70.67102 80.7052
10% 72.0 63.41705 75.9338
5% 71.0 58.89343 73.2831
1% 71.0 50.20448 68.5264
0% Min 71.0    

Extreme Observations
Lowest Highest
Value Obs Value Obs
71 5 86 6
72 7 87 1
73 11 91 2
76 12 93 8
80 9 97 3

        Stem Leaf                     #             Boxplot     
          96 0                        1                |        
          94                                           |        
          92 0                        1                |        
          90 0                        1                |        
          88                                        +-----+     
          86 00                       2             |     |     
          84                                        |     |     
          82 0                        1             |  +  |     
          80 00                       2             *-----*     
          78                                        |     |     
          76 0                        1             |     |     
          74                                        +-----+     
          72 00                       2                |        
          70 0                        1                |        
             ----+----+----+----+                               
                                                                
                                                                

                         Normal Probability Plot                
        97+                                         *++         
          |                                       ++            
          |                                    *++              
          |                                 *+++                
          |                                ++                   
          |                            * *+                     
          |                           +++                       
          |                         +*                          
          |                      *+*                            
          |                    +++                              
          |                  ++*                                
          |                ++                                   
          |             +*+ *                                   
        71+         * ++                                        
           +----+----+----+----+----+----+----+----+----+----+  
               -2        -1         0        +1        +2