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Multiple categorical IV single continuous DV

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@ambergupta wrote:

Hi I have following data which has multiple independent categorical variables and single dependent continuous variable. A little confused which kind of model should be considered here and what method should be applied for variable reduction?

iv0 iv1 iv2 iv3 iv4 iv5 iv6 dv0
8 32 12 8 9 4 10 71.93
8 32 12 8 8 4 10 71.53
8 8 12 8 9 4 10 71.36
8 32 12 8 3 4 8 70.78
4 32 12 8 9 4 10 70.72
......................................................................

For variable reduction I have considered correlation matrix so far

Regards
Amber

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