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Ideal Leverage via Machine Learning: Avoiding Financial Distress

Table 1: Balance Sheet Items of Assets

DATE LIQUIDASSETS TRADERECEIVABLES TOTALRECEIVABLES INVENTORIES TOTAL CURRENTASSETS FIXEDASSETS INTANGIBLEASSETS LONG-TERM ASSETS TOTAL ASSETS
JUN 2007 257.291 570.176 639.343 377.878 1.313.890 2.566.511 252.452 2.818.963 4.132.853
DEC2007 307.512 344.861 426.825 391.977 1.173.973 2.491.916 228.578 2.720.494 3.894.467
JUN 2008 503.801 646.367 654.570 526.165 1.835.083 1.833.436 250.180 3.140.581 4.975.664
DEC 2008 690.175 421.214 434.869 490.636 1.775.000 1.996.781 341.186 3.348.529 5.123.529
JUN2009 893.023 703.117 712.337 472.772 2.232.684 1.998.118 341.706 3.345.865 5.578.549
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