survey and state of the art of predictive maintenace algorithms.  for each algorithm formulas and explanation, usage, application 

-boosting models 
-adaboost 
-gradient boosting machine
-xgboost 
-lightgbm 
-linear regression 
-Variance reduction using subsampling
-anova decomposition 
-quantile regression 
must be plagiarism free

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