CompuGroup Medical Pink Sheet Forecast - Simple Exponential Smoothing
| CMPVF Stock | USD 18.04 0.00 0.00% |
The Simple Exponential Smoothing forecasted value of CompuGroup Medical SE on the next trading day is expected to be 18.04 with a mean absolute deviation of 0.00 and the sum of the absolute errors of 0.00. CompuGroup Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of CompuGroup Medical's historical fundamentals, such as revenue growth or operating cash flow patterns.
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CompuGroup Medical Simple Exponential Smoothing Price Forecast For the 1st of February
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of CompuGroup Medical SE on the next trading day is expected to be 18.04 with a mean absolute deviation of 0.00, mean absolute percentage error of 0.00, and the sum of the absolute errors of 0.00.Please note that although there have been many attempts to predict CompuGroup Pink Sheet prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that CompuGroup Medical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
CompuGroup Medical Pink Sheet Forecast Pattern
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CompuGroup Medical Forecasted Value
In the context of forecasting CompuGroup Medical's Pink Sheet value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. CompuGroup Medical's downside and upside margins for the forecasting period are 18.04 and 18.04, respectively. We have considered CompuGroup Medical's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of CompuGroup Medical pink sheet data series using in forecasting. Note that when a statistical model is used to represent CompuGroup Medical 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.| AIC | Akaike Information Criteria | -9.223372036854776E14 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0 |
| MAPE | Mean absolute percentage error | 0.0 |
| SAE | Sum of the absolute errors | 0.0 |
Predictive Modules for CompuGroup Medical
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CompuGroup Medical. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of CompuGroup Medical's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for CompuGroup Medical
For every potential investor in CompuGroup, whether a beginner or expert, CompuGroup Medical's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. CompuGroup Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in CompuGroup. Basic forecasting techniques help filter out the noise by identifying CompuGroup Medical's price trends.CompuGroup Medical Related Equities
One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with CompuGroup Medical pink sheet to make a market-neutral strategy. Peer analysis of CompuGroup Medical could also be used in its relative valuation, which is a method of valuing CompuGroup Medical by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
CompuGroup Medical 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 CompuGroup Medical'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 CompuGroup Medical's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
CompuGroup Medical Market Strength Events
Market strength indicators help investors to evaluate how CompuGroup Medical pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading CompuGroup Medical shares will generate the highest return on investment. By undertsting and applying CompuGroup Medical pink sheet market strength indicators, traders can identify CompuGroup Medical SE entry and exit signals to maximize returns.
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Other Information on Investing in CompuGroup Pink Sheet
CompuGroup Medical financial ratios help investors to determine whether CompuGroup Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in CompuGroup with respect to the benefits of owning CompuGroup Medical security.