Each of the following is a necessary element for the successful warehousing of data EXCEPT a. cleansing extracted data. b. transforming data. c. modeling data. d. loading data. e. all of the above are necessary.

Auditing: A Risk Based-Approach to Conducting a Quality Audit
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Author:Karla M Johnstone, Audrey A. Gramling, Larry E. Rittenberg
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Chapter8: Specialized Audit Tools: Sampling And Generalized Audit Software
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Each of the following is a necessary element for the successful warehousing of data EXCEPT
a. cleansing extracted data.
b. transforming data.
c. modeling data.
d. loading data.
e. all of the above are necessary.

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