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Wharton

Department of Statistics

26

Bankruptcy Model: Construction

Data: reserve 80% for validation

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Training data

600,000 months

458 bankruptcies

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Validation data

2,400,000 months

1786 bankruptcies

Selection via adaptive thresholding

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Compare sequence of t-statistics to Sqrt(2 log p/q)

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Dynamic expansion of feature space

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