Biserial correlation |
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If the sample is normally distributed (i.e., conditions for the computation of the biserial exist), then to obtain the biserial correlation from the point-biserial:
Biserial = Point-biserial * f(proportion-correct-value)
Example: Specify PTBISERIAL=Yes and PVALUE=Yes. Display Table 14.
+-------------------------------------------------------------------------------------+
|ENTRY RAW MODEL| INFIT | OUTFIT |PTBSE| P- | |
|NUMBER SCORE COUNT MEASURE S.E. |MNSQ ZSTD|MNSQ ZSTD|CORR.|VALUE| TAP |
|------------------------------------+----------+----------+-----+-----+--------------|
| 8 27 34 -2.35 .54| .59 -1.3| .43 -.2| .65| .77| 1-4-2-3 |
Point-biserial = .65. proportion-correct-value = .77. Then, from the Table below, f(proportion-correct-value) = 1.3861, so Biserial correlation = .65 * 1.39 = 0.90
Here is the Table of proportion-correct-value and f(proportion-correct-value).
p-va f(p-val) p-va f(p-val)
0.99 3.7335 0.01 3.7335
0.98 2.8914 0.02 2.8914
0.97 2.5072 0.03 2.5072
0.96 2.2741 0.04 2.2741
0.95 2.1139 0.05 2.1139
0.94 1.9940 0.06 1.9940
0.93 1.8998 0.07 1.8998
0.92 1.8244 0.08 1.8244
0.91 1.7622 0.09 1.7622
0.90 1.7094 0.10 1.7094
0.89 1.6643 0.11 1.6643
0.88 1.6248 0.12 1.6248
0.87 1.5901 0.13 1.5901
0.86 1.5588 0.14 1.5588
0.85 1.5312 0.15 1.5312
0.84 1.5068 0.16 1.5068
0.83 1.4841 0.17 1.4841
0.82 1.4641 0.18 1.4641
0.81 1.4455 0.19 1.4455
0.80 1.4286 0.20 1.4286
0.79 1.4133 0.21 1.4133
0.78 1.3990 0.22 1.3990
0.77 1.3861 0.23 1.3861
0.76 1.3737 0.24 1.3737
0.75 1.3625 0.25 1.3625
0.74 1.3521 0.26 1.3521
0.73 1.3429 0.27 1.3429
0.72 1.3339 0.28 1.3339
0.71 1.3256 0.29 1.3256
0.70 1.3180 0.30 1.3180
0.69 1.3109 0.31 1.3109
0.68 1.3045 0.32 1.3045
0.67 1.2986 0.33 1.2986
0.66 1.2929 0.34 1.2929
0.65 1.2877 0.35 1.2877
0.64 1.2831 0.36 1.2831
0.63 1.2786 0.37 1.2786
0.62 1.2746 0.38 1.2746
0.61 1.2712 0.39 1.2712
0.60 1.2682 0.40 1.2682
0.59 1.2650 0.41 1.2650
0.58 1.2626 0.42 1.2626
0.57 1.2604 0.43 1.2604
0.56 1.2586 0.44 1.2586
0.55 1.2569 0.45 1.2569
0.54 1.2557 0.46 1.2557
0.53 1.2546 0.47 1.2546
0.52 1.2540 0.48 1.2540
0.51 1.2535 0.49 1.2535
0.50 1.2534 0.50 1.2534
To obtain the biserial correlation from a point-biserial correlation, multiply the point-biserial correlation by SQRT(proportion-correct-value*(1-proportion-correct-value)) divided by the normal curve ordinate at the point where the normal curve is split in the same proportions.