PT Indosat (IIT)

21.79 -0.34  -1.54%  May 29, 8:00PM Go Pro
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PT Indosat Beneish M-Score: -3.342

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IIT Beneish M-Score Rankings

Overall 83rd percentile 628 of 3770
Sector 91st percentile 65 of 781 in Technology
Industry 83rd percentile 2 of 12 in Telecom Services - Foreign

IIT Beneish M-Score Range, Past 5 Years

Minimum -4.031 Dec 2008
Maximum -3.342 Dec 2011
Average -3.788

About Beneish M Score

The Beneish M Score helps to uncover companies who are likely to be manipulating their reported earnings. Companies with a higher score are more likely to be manipulators. This is a probabilistic model, so it will not detect manipulators with 100% accuracy.

The best cut-off point depends on the costs mistakenly classifying in one of two ways:

1) Classifying firm that is manipulating earnings as a non-manipulator (Type I error), and
2) Classifying a firm as a manipulator when it actually was not manipulating (Type II Error).

Here are optimal cut-offs according to Beneish, presented as the score followed by the cost of Type I error relative to cost of Type II error):

M Score HTML Table:

ScoreRelative Error Costs
(Type I:Type II)
M Score > -1.49 (10:1)
M Score > -1.78 (20:1)
M Score > -1.89 (40+:1)


Beneish excluded financial institutions from his sample when calculating the M-Score, so extreme care should be taken when looking at M-Scores of financial firms - their business models are different from the manufacturing and other service firms that Beneish used in his study.

If you want more details, here is the original Beneish M Score Paper, or you can learn about our calculation by clicking "Learn More" below.

Learn More

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about 687 days ago by dividata

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