ImmunoGen Stock Forecast - Naive Prediction

A naive forecasting model for ImmunoGen is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ImmunoGen value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

ImmunoGen Naive Prediction Price Forecast For the 23rd of November

Given 90 days horizon, the Naive Prediction forecasted value of ImmunoGen on the next trading day is expected to be 20.33 with a mean absolute deviation of 0.72, mean absolute percentage error of 0.88, and the sum of the absolute errors of 43.97.

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Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of ImmunoGen stock data series using in forecasting. Note that when a statistical model is used to represent ImmunoGen stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality. This model is not at all useful as a medium-long range forecasting tool of ImmunoGen. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict ImmunoGen. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for ImmunoGen

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ImmunoGen. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.

Hype Prediction Low Estimated High 18.20 18.20 18.20 Details

Intrinsic Valuation Low Real High 12.91 12.91 20.02 Details

Bollinger Band Projection (param) Low Middle High 18.05 18.89 19.73 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as ImmunoGen. Your research has to be compared to or analyzed against ImmunoGen's peers to derive any actionable benefits. When done correctly, ImmunoGen's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in ImmunoGen.

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Pair Trading with ImmunoGen

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if ImmunoGen position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in ImmunoGen will appreciate offsetting losses from the drop in the long position's value.

Other Consideration for investing in ImmunoGen Stock