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What do you mean of predictions and prediction intervals?
Prediction and prediction intervals are the essential terms that used to find out the future observations related to statistics. Statistical methods are used to predict the future data and in some cases hypothesis testing is used. Prediction intervals are a part of prediction inference that deals with the estimation of the future observations which will fall. The expectation of data can be observed only for the future. In regression analysis the use of prediction intervals can easily be seen.
Prediction interval is problematic to estimate in case of contrary series of forecast. There is an individual point for future needs to be distributed. Models are needed to be generated in many cases and thus applied to get the forecast. There are some techniques used in is, the statistic which is time series as well as regression analysis. A few sub parts are also availed for it.
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