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Mar 13, 2015 at 8:17 comment added Aleksandr Blekh Awarding the bounty to my answer is much appreciated! :-)
S Mar 13, 2015 at 7:43 history bounty ended CommunityBot
S Mar 13, 2015 at 7:43 history notice removed CommunityBot
Mar 6, 2015 at 22:28 vote accept user1234440
Mar 5, 2015 at 11:25 answer added Aleksandr Blekh timeline score: 2
Mar 5, 2015 at 10:59 comment added Aleksandr Blekh You're welcome. I don't have practical experience with ensemble methods so far, so couldn't be of much more help. I'm sure other people will share their opinion on this topic, which I find quite interesting. I will add more information as answer to simplify formatting.
Mar 5, 2015 at 10:20 comment added user1234440 Thanks for the note. I was more curious in whether curve fitting, a bad practice, can be partially alleviated when we combine them into an ensemble. From my experience, if individual models themselves do not have predictive ability out of sample, their aggregate performance taken together usually don't improve forecasting ability. I may be wrong though.
Mar 5, 2015 at 7:39 comment added Aleksandr Blekh Perhaps, you could use ensemble methods. Also, feel free to take a look at my answer on model averaging - you might find it helpful, as it contains additional information.
S Mar 5, 2015 at 6:22 history bounty started user1234440
S Mar 5, 2015 at 6:22 history notice added user1234440 Draw attention
Mar 2, 2015 at 0:25 history asked user1234440 CC BY-SA 3.0