Plug Power Stock Forecast - Simple Regression
| PLUN Stock | EUR 1.93 0.16 7.66% |
Plug Stock outlook is based on your current time horizon. We recommend always using this module together with an analysis of Plug Power's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 27th of January 2026, the value of RSI of Plug Power's share price is approaching 46 indicating that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling Plug Power, making its price go up or down. Momentum 46
Impartial
Oversold | Overbought |
Using Plug Power hype-based prediction, you can estimate the value of Plug Power from the perspective of Plug Power response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Plug Power on the next trading day is expected to be 1.83 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 10.22. Plug Power after-hype prediction price | EUR 1.93 |
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Plug |
Plug Power Additional Predictive Modules
Most predictive techniques to examine Plug price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Plug using various technical indicators. When you analyze Plug charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Plug Power Simple Regression Price Forecast For the 28th of January
Given 90 days horizon, the Simple Regression forecasted value of Plug Power on the next trading day is expected to be 1.83 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.04, and the sum of the absolute errors of 10.22.Please note that although there have been many attempts to predict Plug 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 Plug Power's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Plug Power Stock Forecast Pattern
| Backtest Plug Power | Plug Power Price Prediction | Buy or Sell Advice |
Plug Power Forecasted Value
In the context of forecasting Plug Power'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. Plug Power's downside and upside margins for the forecasting period are 0.02 and 7.35, respectively. We have considered Plug Power'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 Regression forecasting method's relative quality and the estimations of the prediction error of Plug Power stock data series using in forecasting. Note that when a statistical model is used to represent Plug Power 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 | 116.7391 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1649 |
| MAPE | Mean absolute percentage error | 0.0853 |
| SAE | Sum of the absolute errors | 10.2243 |
Predictive Modules for Plug Power
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Plug Power. 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.Plug Power After-Hype Price Density Analysis
As far as predicting the price of Plug Power at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Plug Power or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Plug Power, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Plug Power Estimiated After-Hype Price Volatility
In the context of predicting Plug Power's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Plug Power's historical news coverage. Plug Power's after-hype downside and upside margins for the prediction period are 0.10 and 7.45, respectively. We have considered Plug Power's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
Plug Power is dangerous at this time. Analysis and calculation of next after-hype price of Plug Power is based on 3 months time horizon.
Plug Power Stock Price Outlook Analysis
Have you ever been surprised when a price of a Company such as Plug Power is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Plug Power backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Plug Power, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
0.21 | 5.52 | 0.00 | 0.00 | 0 Events / Month | 0 Events / Month | Within a week |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
1.93 | 1.93 | 0.00 |
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Plug Power Hype Timeline
Plug Power is at this time traded for 1.93on Frankfurt Exchange of Germany. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Plug is anticipated not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is anticipated to be very small, whereas the daily expected return is at this time at -0.21%. %. The volatility of related hype on Plug Power is about 0.0%, with the expected price after the next announcement by competition of 1.93. About 58.0% of the company shares are owned by institutional investors. The book value of Plug Power was at this time reported as 7.27. The company recorded a loss per share of 1.15. Plug Power had not issued any dividends in recent years. The entity had 1:10 split on the 20th of May 2011. Assuming the 90 days trading horizon the next anticipated press release will be within a week. Check out Historical Fundamental Analysis of Plug Power to cross-verify your projections. For more detail on how to invest in Plug Stock please use our How to Invest in Plug Power guide.Plug Power Related Hype Analysis
Having access to credible news sources related to Plug Power's direct competition is more important than ever and may enhance your ability to predict Plug Power's future price movements. Getting to know how Plug Power's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Plug Power may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| SIX3 | Sixt SE | 0.00 | 0 per month | 0.00 | (0.12) | 1.67 | (1.66) | 4.87 | |
| PO0 | Ballard Power Systems | 0.00 | 0 per month | 0.00 | (0.19) | 5.00 | (5.35) | 16.22 |
Other Forecasting Options for Plug Power
For every potential investor in Plug, whether a beginner or expert, Plug Power's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Plug Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Plug. Basic forecasting techniques help filter out the noise by identifying Plug Power's price trends.Plug Power 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 Plug Power stock to make a market-neutral strategy. Peer analysis of Plug Power could also be used in its relative valuation, which is a method of valuing Plug Power by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Plug Power Market Strength Events
Market strength indicators help investors to evaluate how Plug Power stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Plug Power shares will generate the highest return on investment. By undertsting and applying Plug Power stock market strength indicators, traders can identify Plug Power entry and exit signals to maximize returns.
Plug Power Risk Indicators
The analysis of Plug Power'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 Plug Power's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting plug 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 | 4.04 | |||
| Standard Deviation | 5.4 | |||
| Variance | 29.2 |
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.
Story Coverage note for Plug Power
The number of cover stories for Plug Power depends on current market conditions and Plug Power's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Plug Power is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Plug Power's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
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Additional Information and Resources on Investing in Plug Stock
When determining whether Plug Power is a strong investment it is important to analyze Plug Power's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Plug Power's future performance. For an informed investment choice regarding Plug Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Plug Power to cross-verify your projections. For more detail on how to invest in Plug Stock please use our How to Invest in Plug Power guide.You can also try the Portfolio Comparator module to compare the composition, asset allocations and performance of any two portfolios in your account.