StealthGas Stock Forecast - Polynomial Regression
| GASS Stock | USD 5.81 0.24 3.97% |
The Polynomial Regression forecasted value of StealthGas on the next trading day is expected to be 6.23 with a mean absolute deviation of 0.13 and the sum of the absolute errors of 7.93. StealthGas Stock Forecast is based on your current time horizon.
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StealthGas Polynomial Regression Price Forecast For the 27th of November
Given 90 days horizon, the Polynomial Regression forecasted value of StealthGas on the next trading day is expected to be 6.23 with a mean absolute deviation of 0.13, mean absolute percentage error of 0.03, and the sum of the absolute errors of 7.93.Please note that although there have been many attempts to predict StealthGas 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 StealthGas' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
StealthGas Stock Forecast Pattern
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StealthGas Forecasted Value
In the context of forecasting StealthGas' 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. StealthGas' downside and upside margins for the forecasting period are 3.48 and 8.98, respectively. We have considered StealthGas' 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of StealthGas stock data series using in forecasting. Note that when a statistical model is used to represent StealthGas 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 | 114.4701 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.13 |
| MAPE | Mean absolute percentage error | 0.0206 |
| SAE | Sum of the absolute errors | 7.9273 |
Predictive Modules for StealthGas
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as StealthGas. 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 StealthGas' 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 StealthGas
For every potential investor in StealthGas, whether a beginner or expert, StealthGas' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. StealthGas Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in StealthGas. Basic forecasting techniques help filter out the noise by identifying StealthGas' price trends.View StealthGas Related Equities
| Risk & Return | Correlation |
StealthGas 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 StealthGas' 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 StealthGas' current price.| Cycle Indicators | ||
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| Math Transform | ||
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StealthGas Market Strength Events
Market strength indicators help investors to evaluate how StealthGas stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading StealthGas shares will generate the highest return on investment. By undertsting and applying StealthGas stock market strength indicators, traders can identify StealthGas entry and exit signals to maximize returns.
StealthGas Risk Indicators
The analysis of StealthGas' 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 StealthGas' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting stealthgas 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 | 1.81 | |||
| Standard Deviation | 2.7 | |||
| Variance | 7.29 |
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 StealthGas Stock Analysis
When running StealthGas' price analysis, check to measure StealthGas' 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 StealthGas is operating at the current time. Most of StealthGas' value examination focuses on studying past and present price action to predict the probability of StealthGas' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move StealthGas' price. Additionally, you may evaluate how the addition of StealthGas to your portfolios can decrease your overall portfolio volatility.