Paragon GmbH Stock Forecast - 8 Period Moving Average
| PGN Stock | 1.88 0.00 0.00% |
The 8 Period Moving Average forecasted value of paragon GmbH Co on the next trading day is expected to be 2.01 with a mean absolute deviation of 0.10 and the sum of the absolute errors of 5.36. Paragon Stock Forecast is based on your current time horizon.
Paragon |
Paragon GmbH 8 Period Moving Average Price Forecast For the 7th of January
Given 90 days horizon, the 8 Period Moving Average forecasted value of paragon GmbH Co on the next trading day is expected to be 2.01 with a mean absolute deviation of 0.10, mean absolute percentage error of 0.02, and the sum of the absolute errors of 5.36.Please note that although there have been many attempts to predict Paragon Stock 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 Paragon GmbH's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Paragon GmbH Stock Forecast Pattern
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Paragon GmbH Forecasted Value
In the context of forecasting Paragon GmbH's Stock 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. Paragon GmbH's downside and upside margins for the forecasting period are 0.02 and 8.04, respectively. We have considered Paragon GmbH'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 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Paragon GmbH stock data series using in forecasting. Note that when a statistical model is used to represent Paragon GmbH 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.| AIC | Akaike Information Criteria | 99.3637 |
| Bias | Arithmetic mean of the errors | 0.0121 |
| MAD | Mean absolute deviation | 0.1012 |
| MAPE | Mean absolute percentage error | 0.0524 |
| SAE | Sum of the absolute errors | 5.3613 |
Predictive Modules for Paragon GmbH
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as paragon GmbH. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Paragon GmbH'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 Paragon GmbH
For every potential investor in Paragon, whether a beginner or expert, Paragon GmbH's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Paragon Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Paragon. Basic forecasting techniques help filter out the noise by identifying Paragon GmbH's price trends.Paragon GmbH 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 Paragon GmbH stock to make a market-neutral strategy. Peer analysis of Paragon GmbH could also be used in its relative valuation, which is a method of valuing Paragon GmbH by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
paragon GmbH Technical and Predictive Analytics
The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Paragon GmbH'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 Paragon GmbH's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Paragon GmbH Market Strength Events
Market strength indicators help investors to evaluate how Paragon GmbH stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Paragon GmbH shares will generate the highest return on investment. By undertsting and applying Paragon GmbH stock market strength indicators, traders can identify paragon GmbH Co entry and exit signals to maximize returns.
Paragon GmbH Risk Indicators
The analysis of Paragon GmbH'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 Paragon GmbH's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting paragon stock 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 | 3.73 | |||
| Semi Deviation | 4.44 | |||
| Standard Deviation | 6.04 | |||
| Variance | 36.43 | |||
| Downside Variance | 28.11 | |||
| Semi Variance | 19.72 | |||
| Expected Short fall | (5.12) |
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.
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Additional Tools for Paragon Stock Analysis
When running Paragon GmbH's price analysis, check to measure Paragon GmbH'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 Paragon GmbH is operating at the current time. Most of Paragon GmbH's value examination focuses on studying past and present price action to predict the probability of Paragon GmbH's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Paragon GmbH's price. Additionally, you may evaluate how the addition of Paragon GmbH to your portfolios can decrease your overall portfolio volatility.