Heidelberger Druckmaschinen Pink Sheet Forecast - 20 Period Moving Average
| HBGRY Stock | USD 0.43 0.00 0.00% |
The 20 Period Moving Average forecasted value of Heidelberger Druckmaschinen AG on the next trading day is expected to be 0.43 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.14. Heidelberger Pink Sheet Forecast is based on your current time horizon.
Heidelberger |
Heidelberger Druckmaschinen 20 Period Moving Average Price Forecast For the 30th of November
Given 90 days horizon, the 20 Period Moving Average forecasted value of Heidelberger Druckmaschinen AG on the next trading day is expected to be 0.43 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.14.Please note that although there have been many attempts to predict Heidelberger 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 Heidelberger Druckmaschinen's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Heidelberger Druckmaschinen Pink Sheet Forecast Pattern
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Heidelberger Druckmaschinen Forecasted Value
In the context of forecasting Heidelberger Druckmaschinen'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. Heidelberger Druckmaschinen's downside and upside margins for the forecasting period are 0 and 3.66, respectively. We have considered Heidelberger Druckmaschinen'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 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Heidelberger Druckmaschinen pink sheet data series using in forecasting. Note that when a statistical model is used to represent Heidelberger Druckmaschinen 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 | 74.6458 |
| Bias | Arithmetic mean of the errors | 0.0277 |
| MAD | Mean absolute deviation | 0.0277 |
| MAPE | Mean absolute percentage error | 0.0608 |
| SAE | Sum of the absolute errors | 1.135 |
Predictive Modules for Heidelberger Druckmaschinen
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Heidelberger Druckmaschinen. 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.Other Forecasting Options for Heidelberger Druckmaschinen
For every potential investor in Heidelberger, whether a beginner or expert, Heidelberger Druckmaschinen's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Heidelberger Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Heidelberger. Basic forecasting techniques help filter out the noise by identifying Heidelberger Druckmaschinen's price trends.Heidelberger Druckmaschinen 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 Heidelberger Druckmaschinen pink sheet to make a market-neutral strategy. Peer analysis of Heidelberger Druckmaschinen could also be used in its relative valuation, which is a method of valuing Heidelberger Druckmaschinen by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Heidelberger Druckmaschinen 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 Heidelberger Druckmaschinen'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 Heidelberger Druckmaschinen's current price.| Cycle Indicators | ||
| Math Operators | ||
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Heidelberger Druckmaschinen Market Strength Events
Market strength indicators help investors to evaluate how Heidelberger Druckmaschinen 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 Heidelberger Druckmaschinen shares will generate the highest return on investment. By undertsting and applying Heidelberger Druckmaschinen pink sheet market strength indicators, traders can identify Heidelberger Druckmaschinen AG entry and exit signals to maximize returns.
Heidelberger Druckmaschinen Risk Indicators
The analysis of Heidelberger Druckmaschinen's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Heidelberger Druckmaschinen's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting heidelberger pink sheet prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
| Mean Deviation | 1.13 | |||
| Standard Deviation | 3.15 | |||
| Variance | 9.93 |
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Additional Tools for Heidelberger Pink Sheet Analysis
When running Heidelberger Druckmaschinen's price analysis, check to measure Heidelberger Druckmaschinen's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Heidelberger Druckmaschinen is operating at the current time. Most of Heidelberger Druckmaschinen's value examination focuses on studying past and present price action to predict the probability of Heidelberger Druckmaschinen's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Heidelberger Druckmaschinen's price. Additionally, you may evaluate how the addition of Heidelberger Druckmaschinen to your portfolios can decrease your overall portfolio volatility.