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1. Time series regression forecast next month from now (random forest,Lasso,Ridge)
You could try to predict difference $dy = Y_t1 - Y_t$, not the $Y_t1$ itself. Intuitively, the weather today is good starting prediction for the weather tomorrow.Secondly, with time series, the seasoning is quite important. You usually would like to use models like ARIMA that takes this into account.Lastly, it could be just do not enough data to make good predictions. I do not know what is these indexes exactly, but I am not sure you can use data from one fund to predict another. This leaves you with about 100 points of training data (8 years monthly) and it's not a lot. I would recommend you to solve 1-d (predict one fund by only it's data) with $dY$ trick, then try ARIMA
2. Lasso and Ridge tuning parameter scope
In the R package glmnet, the function cv.glmnet fits a model on the whole data set to select suitable regularization path, and then does cross-validation using that path. This seems to work well in practice
3. Combining outputs of ridge regression models?
If you mean predictors by "variables", You may combine your 7 models by using "rbind or cbind" and save it into a data frame or data table. But, remember to first save your each of the 7 models into a datatable or dataframe. About ranking, then rank it . However , if you want to take all the predictors into account there is no point to apply the ranking of all the sets. You will see their importance once you are done predicting.Additional note: Glmnet is way more sensitive library/method when performing predictions, make sure all the columns while creating a model and doing a prediction are in the same order and have the same names. This caused me much trouble while predicting. Hopefully, this might help you.
4. Traveling the Blue Ridge Parkway in May 2007 On a H-D Ultra Classic?
i might have pronounced the dragon 2 years in the past. The cops I hear are making it a nightmare up there. No relaxing in any respect anymore. There are 18 wheelers and RVs coming with the aid of there. Blue ridge is a lot of relaxing. not as tight with the twisties yet nevertheless relaxing. Others have pronounced: The Snake, located in Shady Valley, TN --- on US421, on the counsel of NC, VA, and TN. In our opinion, the Snake is a lot extra troublesome, because it has many extra switchbacks and lots twistier turns.
5. How do I report LAUREL RIDGE TREATMENT CENTER 17720 CORPORATE WOODS DRIVE San Antonio, TX 78259?
Send this to all USA news papers This will do the job
6. How will the right spin Tom Ridge's admission?
i could say that simply by fact I comprehend the differece between working the concern aliert device and manipulating the concern alert device i could say that he has some explaining to do considering that he made all the undesirable men stable and visa versa basically a pair weeks in the past. in line with hazard those evil senior voters are massing on the bingo parlor returned. This appears like worry in line with hazard we ought to consistently deliver interior the guy with the suicide vest.
7. Republicans: what do you think of Tom Ridge saying that bush manipulated the threat level for political gain?
Standard answer from the right will be: 1) Deflect "its not as bad as what Obama is doing" 2) Disgrace the source"hes just saying that because he's really a socialist" 3) Deny "Its not true, they were only there to protect us" 4) Redirect " Yeah, but Obama is worse. 5) when it gets bad, throw in something about Hitler, Nazis, socialism, or veiled racist sayings.
8. is it bad to eat a sandwich with ranch dressing after it was frozen in the ridge then heated up?
Life is all about risks :P
9. How to drive the Blue Ridge Parkway?
I would bet that you could find lots of info by doing a Google or Yahoo search on that topic. The Blue Ridge Parkway/Skyline Drive runs through Virginia. It IS a beautiful drive, but it's obviously much slower than, say Route 81.
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