FuelCell Energy Stock Forecast - 20 Period Moving Average
| FCEL Stock | USD 0.89 0.05 5.32% |
The 20 Period Moving Average forecasted value of FuelCell Energy on the next trading day is expected to be 0.89 with a mean absolute deviation of 0.10 and the sum of the absolute errors of 4.29. FuelCell Stock Forecast is based on your current time horizon. Although FuelCell Energy's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of FuelCell Energy's systematic risk associated with finding meaningful patterns of FuelCell Energy fundamentals over time.
FuelCell |
Open Interest Against 2024-06-14 FuelCell Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast FuelCell Energy's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in FuelCell Energy's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for FuelCell Energy stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current FuelCell Energy's open interest, investors have to compare it to FuelCell Energy's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of FuelCell Energy is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in FuelCell. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in FuelCell Energy cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the FuelCell Energy's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets FuelCell Energy's price structures and extracts relationships that further increase the generated results' accuracy.
A commonly used 20-period moving average forecast model for FuelCell Energy is based on a synthetically constructed FuelCell Energydaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time. FuelCell Energy 20 Period Moving Average Price Forecast For the 15th of June 2024
Given 90 days horizon, the 20 Period Moving Average forecasted value of FuelCell Energy on the next trading day is expected to be 0.89 with a mean absolute deviation of 0.10, mean absolute percentage error of 0.02, and the sum of the absolute errors of 4.29.Please note that although there have been many attempts to predict FuelCell 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 FuelCell Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
FuelCell Energy Stock Forecast Pattern
| Backtest FuelCell Energy | FuelCell Energy Price Prediction | Buy or Sell Advice |
FuelCell Energy Forecasted Value
In the context of forecasting FuelCell Energy'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. FuelCell Energy's downside and upside margins for the forecasting period are 0.01 and 7.32, respectively. We have considered FuelCell Energy'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 FuelCell Energy stock data series using in forecasting. Note that when a statistical model is used to represent FuelCell Energy 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 | 77.2396 |
| Bias | Arithmetic mean of the errors | 0.0501 |
| MAD | Mean absolute deviation | 0.1045 |
| MAPE | Mean absolute percentage error | 0.1227 |
| SAE | Sum of the absolute errors | 4.2865 |
Predictive Modules for FuelCell Energy
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as FuelCell Energy. 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 FuelCell Energy'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 FuelCell Energy
For every potential investor in FuelCell, whether a beginner or expert, FuelCell Energy's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. FuelCell Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in FuelCell. Basic forecasting techniques help filter out the noise by identifying FuelCell Energy's price trends.FuelCell Energy 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 FuelCell Energy stock to make a market-neutral strategy. Peer analysis of FuelCell Energy could also be used in its relative valuation, which is a method of valuing FuelCell Energy by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
FuelCell Energy 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 FuelCell Energy'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 FuelCell Energy's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
FuelCell Energy Market Strength Events
Market strength indicators help investors to evaluate how FuelCell Energy stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading FuelCell Energy shares will generate the highest return on investment. By undertsting and applying FuelCell Energy stock market strength indicators, traders can identify FuelCell Energy entry and exit signals to maximize returns.
| Daily Balance Of Power | (9,223,372,036,855) | |||
| Rate Of Daily Change | 0.95 | |||
| Day Median Price | 0.89 | |||
| Day Typical Price | 0.89 | |||
| Price Action Indicator | (0.03) | |||
| Period Momentum Indicator | (0.05) |
FuelCell Energy Risk Indicators
The analysis of FuelCell Energy'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 FuelCell Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting fuelcell 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 | 4.82 | |||
| Standard Deviation | 6.38 | |||
| Variance | 40.7 |
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.
Becoming a Better Investor with Macroaxis
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Additional Information and Resources on Investing in FuelCell Stock
When determining whether FuelCell Energy is a strong investment it is important to analyze FuelCell Energy'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 FuelCell Energy's future performance. For an informed investment choice regarding FuelCell Stock, refer to the following important reports:Check out Historical Fundamental Analysis of FuelCell Energy to cross-verify your projections. For more information on how to buy FuelCell Stock please use our How to buy in FuelCell Stock guide.You can also try the Idea Analyzer module to analyze all characteristics, volatility and risk-adjusted return of Macroaxis ideas.
Is Electrical Components & Equipment space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of FuelCell Energy. If investors know FuelCell will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about FuelCell Energy listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (0.25) | Revenue Per Share 0.197 | Quarterly Revenue Growth (0.41) | Return On Assets (0.11) | Return On Equity (0.19) |
The market value of FuelCell Energy is measured differently than its book value, which is the value of FuelCell that is recorded on the company's balance sheet. Investors also form their own opinion of FuelCell Energy's value that differs from its market value or its book value, called intrinsic value, which is FuelCell Energy's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because FuelCell Energy's market value can be influenced by many factors that don't directly affect FuelCell Energy's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between FuelCell Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if FuelCell Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, FuelCell Energy's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.