I want to predict the y variable, my Y variable is in numeric, I have more than 15 independents variables , all are in ordinal levels like (good , better, best) , ( Acidic, not acidic) so on.. So each independent variables in levels .
I have data for year 2010 to 2016 , and I want to predict for year 2017.
Any one guide me which regression model I have to use in this case ? I am thinking multiple regression analysis , is it correct way if I have independents variables in levels?
I have 2000 data observations , and response variables are 18 all are in levels.
I am using sci kit-learn , python library.