Hansa Biopharma Pink Sheet Forecast - Naive Prediction

A naive forecasting model for Hansa Biopharma is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Hansa Biopharma AB 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.

Hansa Biopharma Naive Prediction Price Forecast For the 26th of December

Given 90 days horizon, the Naive Prediction forecasted value of Hansa Biopharma AB on the next trading day is expected to be 2.58 with a mean absolute deviation of 0.22, mean absolute percentage error of 0.09, and the sum of the absolute errors of 13.50.

Hansa Biopharma Pink Sheet Forecast Pattern

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Hansa Biopharma Forecasted Value

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 Hansa Biopharma pink sheet data series using in forecasting. Note that when a statistical model is used to represent Hansa Biopharma pink sheet, 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 Hansa Biopharma AB. 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 Hansa Biopharma. 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 Hansa Biopharma

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hansa Biopharma AB. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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 0.15 2.91 11.04 Details

Intrinsic Valuation Low Real High 0.17 3.33 11.46 Details

Bollinger Band Projection (param) Low Middle High 1.98 3.63 5.29 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as Hansa Biopharma. Your research has to be compared to or analyzed against Hansa Biopharma's peers to derive any actionable benefits. When done correctly, Hansa Biopharma'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 Hansa Biopharma AB.

Other Forecasting Options for Hansa Biopharma

For every potential investor in Hansa, whether a beginner or expert, Hansa Biopharma's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Hansa Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Hansa. Basic forecasting techniques help filter out the noise by identifying Hansa Biopharma's price trends.

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Risk & Return

Correlation

Hansa Biopharma AB Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Hansa Biopharma's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Hansa Biopharma's current price.

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