Soluna Holdings Stock Forecast - Naive Prediction
| SLNH Stock | USD 3.33 0.10 2.92% |
The Naive Prediction forecasted value of Soluna Holdings on the next trading day is expected to be 3.42 with a mean absolute deviation of 0.24 and the sum of the absolute errors of 14.60. Soluna Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Soluna Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
Soluna |
Soluna Holdings Cash Forecast
Predicting cash flow or other financial metrics requires analysts to utilize a variety of statistical methods, techniques, and algorithms. These tools help uncover hidden patterns in the Soluna Holdings' financial statements, enabling forecasts of their impact on future stock prices.
Cash | First Reported 1985-09-30 | Previous Quarter 9.6 M | Current Value 8.8 M | Quarterly Volatility 5.1 M |
Soluna Holdings Naive Prediction Price Forecast For the 27th of November
Given 90 days horizon, the Naive Prediction forecasted value of Soluna Holdings on the next trading day is expected to be 3.42 with a mean absolute deviation of 0.24, mean absolute percentage error of 0.09, and the sum of the absolute errors of 14.60.Please note that although there have been many attempts to predict Soluna 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 Soluna Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Soluna Holdings Stock Forecast Pattern
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Soluna Holdings Forecasted Value
In the context of forecasting Soluna Holdings' 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. Soluna Holdings' downside and upside margins for the forecasting period are 0.03 and 11.14, respectively. We have considered Soluna Holdings' 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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Soluna Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Soluna Holdings 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 | 117.5595 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.2355 |
| MAPE | Mean absolute percentage error | 0.067 |
| SAE | Sum of the absolute errors | 14.6005 |
Predictive Modules for Soluna Holdings
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Soluna Holdings. 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.Other Forecasting Options for Soluna Holdings
For every potential investor in Soluna, whether a beginner or expert, Soluna Holdings' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Soluna Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Soluna. Basic forecasting techniques help filter out the noise by identifying Soluna Holdings' price trends.View Soluna Holdings Related Equities
| Risk & Return | Correlation |
Soluna Holdings 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 Soluna Holdings' 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 Soluna Holdings' current price.| Cycle Indicators | ||
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Soluna Holdings Market Strength Events
Market strength indicators help investors to evaluate how Soluna Holdings stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Soluna Holdings shares will generate the highest return on investment. By undertsting and applying Soluna Holdings stock market strength indicators, traders can identify Soluna Holdings entry and exit signals to maximize returns.
Soluna Holdings Risk Indicators
The analysis of Soluna Holdings' 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 Soluna Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting soluna 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 | 5.9 | |||
| Standard Deviation | 7.7 | |||
| Variance | 59.33 |
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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When determining whether Soluna Holdings offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Soluna Holdings' financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Soluna Holdings Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Soluna Holdings Stock:Check out Historical Fundamental Analysis of Soluna Holdings to cross-verify your projections. For more detail on how to invest in Soluna Stock please use our How to Invest in Soluna Holdings guide.You can also try the Instant Ratings module to determine any equity ratings based on digital recommendations. Macroaxis instant equity ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Is Application Software 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 Soluna Holdings. If investors know Soluna 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 Soluna Holdings listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (9.63) | Revenue Per Share 14.352 | Quarterly Revenue Growth 3.678 | Return On Assets (0.06) | Return On Equity (0.42) |
The market value of Soluna Holdings is measured differently than its book value, which is the value of Soluna that is recorded on the company's balance sheet. Investors also form their own opinion of Soluna Holdings' value that differs from its market value or its book value, called intrinsic value, which is Soluna Holdings' 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 Soluna Holdings' market value can be influenced by many factors that don't directly affect Soluna Holdings' 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 Soluna Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if Soluna Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Soluna Holdings' 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.