Create the out of stock report from the Inventory Valuation report.
1. Navigate to Reports > Inventory/Items > Inventory Valuation
2. Click Customize
3. Navigate to the Filters tab and include the following filters:
Quantity on Hand = equal to 0
Date/Period = set desired date range
4. Assign a report title
5. Hit Save