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SCENARIO 14-4 The Regression Tree Below Was Obtained for Predicting the Weekend

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SCENARIO 14-4
The regression tree below was obtained for predicting the weekend box office revenue of a newly released movie (in thousands of dollars) based on data collected in different cities on the expenditure (at $25, $30, $35, $40, $45, $50, $55, $60, $65 or $70 thousand) spent on TV advertising and the number of times (10, 15, 20, 25, 30 or 35) a day the advertisement appear on TV. SCENARIO 14-4 The regression tree below was obtained for predicting the weekend box office revenue of a newly released movie (in thousands of dollars) based on data collected in different cities on the expenditure (at $25, $30, $35, $40, $45, $50, $55, $60, $65 or $70 thousand) spent on TV advertising and the number of times (10, 15, 20, 25, 30 or 35) a day the advertisement appear on TV.   -Referring to SCENARIO 14-4, the highest mean weekend box office revenue is predicted to occur with $55 thousands spent on TV advertisement and 35 advertisement appearances a day.
-Referring to SCENARIO 14-4, the highest mean weekend box office revenue is predicted to occur with $55 thousands spent on TV advertisement and 35 advertisement appearances a day.


Definitions:

Virions

Complete virus particles that consist of an RNA or DNA core with a protein coat sometimes with external envelopes and that are the extracellular infective form of a virus.

DNA Polymerase

An enzyme that catalyzes the synthesis of new DNA strands from nucleotide precursors, essential for DNA replication and repair processes.

Retroviruses

A class of viruses that use reverse transcriptase to convert their RNA genome into DNA, integrating it into the host cell’s DNA for replication.

RNA Viruses

Viruses that have RNA as their genetic material and often show high mutation rates, influencing the dynamics of infectious diseases.

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