Shoals Technologies Stock Forecast - Simple Regression
| SHLS Stock | USD 9.66 0.61 6.74% |
The Simple Regression forecasted value of Shoals Technologies Group on the next trading day is expected to be 8.80 with a mean absolute deviation of 0.62 and the sum of the absolute errors of 38.06. Shoals Stock Forecast is based on your current time horizon.
At this time the relative strength index (rsi) of Shoals Technologies' share price is below 20 . This usually implies that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards. Momentum 0
Sell Peaked
Oversold | Overbought |
Quarterly Earnings Growth 0.152 | EPS Estimate Next Quarter 0.144 | EPS Estimate Current Year 0.3922 | EPS Estimate Next Year 0.4933 | Wall Street Target Price 9.95 |
Using Shoals Technologies hype-based prediction, you can estimate the value of Shoals Technologies Group from the perspective of Shoals Technologies response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Shoals Technologies using Shoals Technologies' stock options and short interest. It helps to benchmark the overall future attitude of investors towards Shoals using crowd psychology based on the activity and movement of Shoals Technologies' stock price.
Shoals Technologies Short Interest
An investor who is long Shoals Technologies may also wish to track short interest. As short interest increases, investors should be becoming more worried about Shoals Technologies and may potentially protect profits, hedge Shoals Technologies with its derivative instruments, or be ready for some potential downside.
200 Day MA 6.7359 | Short Percent 0.1075 | Short Ratio 3.78 | Shares Short Prior Month 12.9 M | 50 Day MA 8.6325 |
Shoals Technologies Hype to Price Pattern
Investor biases related to Shoals Technologies' public news can be used to forecast risks associated with an investment in Shoals. The trend in average sentiment can be used to explain how an investor holding Shoals can time the market purely based on public headlines and social activities around Shoals Technologies Group. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Shoals Technologies Implied Volatility | 0.91 |
Shoals Technologies' implied volatility exposes the market's sentiment of Shoals Technologies Group stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Shoals Technologies' implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Shoals Technologies stock will not fluctuate a lot when Shoals Technologies' options are near their expiration.
The Simple Regression forecasted value of Shoals Technologies Group on the next trading day is expected to be 8.80 with a mean absolute deviation of 0.62 and the sum of the absolute errors of 38.06. Shoals Technologies after-hype prediction price | USD 9.66 |
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.
Check out Historical Fundamental Analysis of Shoals Technologies to cross-verify your projections. Prediction based on Rule 16 of the current Shoals contract
Based on the Rule 16, the options market is currently suggesting that Shoals Technologies Group will have an average daily up or down price movement of about 0.0569% per day over the life of the 2026-04-17 option contract. With Shoals Technologies trading at USD 9.66, that is roughly USD 0.005494 . If you think that the market is fully incorporating Shoals Technologies' daily price movement you should consider acquiring Shoals Technologies Group options at the current volatility level of 0.91%. But if you have an opposite viewpoint you should avoid it and even consider selling them.
Open Interest Against 2026-04-17 Shoals Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Shoals Technologies' 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 Shoals Technologies' options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Shoals Technologies 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 Shoals Technologies' open interest, investors have to compare it to Shoals Technologies' 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 Shoals Technologies 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 Shoals. 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.
Shoals Technologies Additional Predictive Modules
Most predictive techniques to examine Shoals price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Shoals using various technical indicators. When you analyze Shoals 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 |
Shoals Technologies Simple Regression Price Forecast For the 24th of January
Given 90 days horizon, the Simple Regression forecasted value of Shoals Technologies Group on the next trading day is expected to be 8.80 with a mean absolute deviation of 0.62, mean absolute percentage error of 0.59, and the sum of the absolute errors of 38.06.Please note that although there have been many attempts to predict Shoals 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 Shoals Technologies' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Shoals Technologies Stock Forecast Pattern
| Backtest Shoals Technologies | Shoals Technologies Price Prediction | Buy or Sell Advice |
Shoals Technologies Forecasted Value
In the context of forecasting Shoals Technologies' 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. Shoals Technologies' downside and upside margins for the forecasting period are 4.47 and 13.14, respectively. We have considered Shoals Technologies' 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 Shoals Technologies stock data series using in forecasting. Note that when a statistical model is used to represent Shoals Technologies 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 | 117.5885 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.6239 |
| MAPE | Mean absolute percentage error | 0.0707 |
| SAE | Sum of the absolute errors | 38.0607 |
Predictive Modules for Shoals Technologies
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Shoals Technologies. 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.Shoals Technologies After-Hype Price Prediction Density Analysis
As far as predicting the price of Shoals Technologies 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 Shoals Technologies 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 Shoals Technologies, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Shoals Technologies Estimiated After-Hype Price Volatility
In the context of predicting Shoals Technologies' stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Shoals Technologies' historical news coverage. Shoals Technologies' after-hype downside and upside margins for the prediction period are 5.32 and 14.00, respectively. We have considered Shoals Technologies' 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
Shoals Technologies is slightly risky at this time. Analysis and calculation of next after-hype price of Shoals Technologies is based on 3 months time horizon.
Shoals Technologies Stock Price Prediction Analysis
Have you ever been surprised when a price of a Company such as Shoals Technologies is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Shoals Technologies 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 Shoals Technologies, 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 |
0.05 | 4.33 | 0.01 | 0.03 | 10 Events / Month | 6 Events / Month | In about 10 days |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | ||
9.66 | 9.66 | 0.00 |
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Shoals Technologies Hype Timeline
Shoals Technologies is at this time traded for 9.66. The entity has historical hype elasticity of -0.01, and average elasticity to hype of competition of -0.03. Shoals is expected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is over 100%. The immediate return on the next news is expected to be very small, whereas the daily expected return is at this time at -0.05%. %. The volatility of related hype on Shoals Technologies is about 769.09%, with the expected price after the next announcement by competition of 9.63. About 99.0% of the company shares are owned by institutional investors. The book value of Shoals Technologies was at this time reported as 3.52. The company has Price/Earnings To Growth (PEG) ratio of 0.51. Shoals Technologies had not issued any dividends in recent years. Given the investment horizon of 90 days the next expected press release will be in about 10 days. Check out Historical Fundamental Analysis of Shoals Technologies to cross-verify your projections.Shoals Technologies Related Hype Analysis
Having access to credible news sources related to Shoals Technologies' direct competition is more important than ever and may enhance your ability to predict Shoals Technologies' future price movements. Getting to know how Shoals Technologies' 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 Shoals Technologies may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| SEDG | SolarEdge Technologies | (0.09) | 9 per month | 4.48 | (0.01) | 8.69 | (7.58) | 43.24 | |
| CSIQ | Canadian Solar | (0.80) | 9 per month | 6.59 | 0.10 | 13.80 | (11.80) | 36.09 | |
| CLMT | Calumet Specialty Products | (1.12) | 3 per month | 1.36 | 0.07 | 2.75 | (1.99) | 9.21 | |
| TALO | Talos Energy | (0.25) | 6 per month | 2.08 | 0.11 | 4.95 | (3.60) | 12.26 | |
| IMSR | Terrestrial Energy | 0.33 | 10 per month | 0.00 | (0.08) | 13.69 | (12.58) | 41.11 | |
| ARRY | Array Technologies | (0.58) | 12 per month | 4.33 | 0.07 | 7.63 | (7.21) | 17.92 | |
| AESI | Atlas Energy Solutions | (1.22) | 11 per month | 4.64 | 0.05 | 5.73 | (4.57) | 32.91 | |
| XPRO | Expro Group Holdings | (1.12) | 6 per month | 2.56 | 0.11 | 5.94 | (4.94) | 14.92 | |
| EFXT | Enerflex | (0.74) | 9 per month | 1.54 | 0.26 | 4.43 | (3.16) | 11.18 | |
| BTE | Baytex Energy Corp | (0.04) | 9 per month | 2.12 | 0.16 | 5.49 | (3.03) | 18.04 |
Other Forecasting Options for Shoals Technologies
For every potential investor in Shoals, whether a beginner or expert, Shoals Technologies' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Shoals Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Shoals. Basic forecasting techniques help filter out the noise by identifying Shoals Technologies' price trends.Shoals Technologies 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 Shoals Technologies stock to make a market-neutral strategy. Peer analysis of Shoals Technologies could also be used in its relative valuation, which is a method of valuing Shoals Technologies by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Shoals Technologies Market Strength Events
Market strength indicators help investors to evaluate how Shoals Technologies stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Shoals Technologies shares will generate the highest return on investment. By undertsting and applying Shoals Technologies stock market strength indicators, traders can identify Shoals Technologies Group entry and exit signals to maximize returns.
Shoals Technologies Risk Indicators
The analysis of Shoals Technologies' 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 Shoals Technologies' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting shoals 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 | 3.26 | |||
| Semi Deviation | 4.16 | |||
| Standard Deviation | 4.34 | |||
| Variance | 18.84 | |||
| Downside Variance | 18.47 | |||
| Semi Variance | 17.33 | |||
| Expected Short fall | (3.52) |
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 Shoals Technologies
The number of cover stories for Shoals Technologies depends on current market conditions and Shoals Technologies' risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Shoals Technologies 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 Shoals Technologies' long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
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Shoals Technologies Short Properties
Shoals Technologies' future price predictability will typically decrease when Shoals Technologies' long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Shoals Technologies Group often depends not only on the future outlook of the potential Shoals Technologies' investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Shoals Technologies' indicators that are reflective of the short sentiment are summarized in the table below.
| Common Stock Shares Outstanding | 168.7 M | |
| Cash And Short Term Investments | 23.5 M |
Additional Tools for Shoals Stock Analysis
When running Shoals Technologies' price analysis, check to measure Shoals Technologies' 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 Shoals Technologies is operating at the current time. Most of Shoals Technologies' value examination focuses on studying past and present price action to predict the probability of Shoals Technologies' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Shoals Technologies' price. Additionally, you may evaluate how the addition of Shoals Technologies to your portfolios can decrease your overall portfolio volatility.