Abstract: A system and method selects rows from a fact table in a dimensional database containing a fact table, a time dimension table and other dimension tables. The other dimension tables each contain rows containing a time invariant attribute to identify an item described by the row, an effective time attribute for the row, and other attributes. If an attribute for an item changes, a new row is added to the dimension table containing the time-invariant attribute for the item and current attributes for the item, without deleting or overwriting any existing rows for that item. Such dimension tables can be selected or used to create other tables using one or more time attributes of the dimension tables. The tables created can be selected or used to create still other tables using one or more time attributes of those tables.