Sol Gel Stock Forecast - Simple Regression

SLGL Stock  USD 67.79  4.85  7.71%   
The Simple Regression forecasted value of Sol Gel Technologies on the next trading day is expected to be 51.83 with a mean absolute deviation of 4.43 and the sum of the absolute errors of 274.61. Sol Stock Forecast is based on your current time horizon. Although Sol Gel's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Sol Gel's systematic risk associated with finding meaningful patterns of Sol Gel fundamentals over time.
As of now the relative strength index (rsi) of Sol Gel's 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
The successful prediction of Sol Gel's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Sol Gel and does not consider all of the tangible or intangible factors available from Sol Gel's fundamental data. We analyze noise-free headlines and recent hype associated with Sol Gel Technologies, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Sol Gel's stock price prediction:
Quarterly Earnings Growth
4.876
EPS Estimate Current Year
(0.68)
EPS Estimate Next Year
(6.60)
Wall Street Target Price
50
EPS Estimate Current Quarter
(0.11)
Using Sol Gel hype-based prediction, you can estimate the value of Sol Gel Technologies from the perspective of Sol Gel response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Sol Gel Technologies on the next trading day is expected to be 51.83 with a mean absolute deviation of 4.43 and the sum of the absolute errors of 274.61.

Sol Gel after-hype prediction price

    
  USD 68.14  
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 Sol Gel to cross-verify your projections.
At this time, Sol Gel's Fixed Asset Turnover is quite stable compared to the past year. Asset Turnover is expected to rise to 0.30 this year, although the value of Payables Turnover will most likely fall to 0.16. . The value of Common Stock Shares Outstanding is expected to slide to about 20.6 M. The value of Net Loss is expected to slide to about (14.1 M).

Sol Gel Additional Predictive Modules

Most predictive techniques to examine Sol price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Sol using various technical indicators. When you analyze Sol 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.
Simple Regression model is a single variable regression model that attempts to put a straight line through Sol Gel price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Sol Gel Simple Regression Price Forecast For the 16th of January 2026

Given 90 days horizon, the Simple Regression forecasted value of Sol Gel Technologies on the next trading day is expected to be 51.83 with a mean absolute deviation of 4.43, mean absolute percentage error of 30.82, and the sum of the absolute errors of 274.61.
Please note that although there have been many attempts to predict Sol 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 Sol Gel's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Sol Gel Stock Forecast Pattern

Backtest Sol GelSol Gel Price PredictionBuy or Sell Advice 

Sol Gel Forecasted Value

In the context of forecasting Sol Gel'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. Sol Gel's downside and upside margins for the forecasting period are 46.81 and 56.84, respectively. We have considered Sol Gel'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.
Market Value
67.79
51.83
Expected Value
56.84
Upside

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 Sol Gel stock data series using in forecasting. Note that when a statistical model is used to represent Sol Gel 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.
AICAkaike Information Criteria123.3766
BiasArithmetic mean of the errors None
MADMean absolute deviation4.4291
MAPEMean absolute percentage error0.1027
SAESum of the absolute errors274.6064
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Sol Gel Technologies historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Sol Gel

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sol Gel 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.
Hype
Prediction
LowEstimatedHigh
63.1268.1473.16
Details
Intrinsic
Valuation
LowRealHigh
44.5949.6174.57
Details
1 Analysts
Consensus
LowTargetHigh
45.5050.0055.50
Details
Earnings
Estimates (0)
LowProjected EPSHigh
-1.65-1.65-1.65
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Sol Gel. Your research has to be compared to or analyzed against Sol Gel's peers to derive any actionable benefits. When done correctly, Sol Gel's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Sol Gel Technologies.

Other Forecasting Options for Sol Gel

For every potential investor in Sol, whether a beginner or expert, Sol Gel's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Sol Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Sol. Basic forecasting techniques help filter out the noise by identifying Sol Gel's price trends.

Sol Gel 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 Sol Gel stock to make a market-neutral strategy. Peer analysis of Sol Gel could also be used in its relative valuation, which is a method of valuing Sol Gel by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Sol Gel Technologies 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 Sol Gel'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 Sol Gel's current price.

Sol Gel Market Strength Events

Market strength indicators help investors to evaluate how Sol Gel stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Sol Gel shares will generate the highest return on investment. By undertsting and applying Sol Gel stock market strength indicators, traders can identify Sol Gel Technologies entry and exit signals to maximize returns.

Sol Gel Risk Indicators

The analysis of Sol Gel'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 Sol Gel's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sol 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.
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 Sol Gel Technologies is a strong investment it is important to analyze Sol Gel'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 Sol Gel's future performance. For an informed investment choice regarding Sol Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Sol Gel to cross-verify your projections.
You can also try the Price Ceiling Movement module to calculate and plot Price Ceiling Movement for different equity instruments.
Is Pharmaceuticals 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 Sol Gel. If investors know Sol 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 Sol Gel listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
4.876
Earnings Share
(1.22)
Revenue Per Share
8.59
Quarterly Revenue Growth
2.177
Return On Assets
(0.07)
The market value of Sol Gel Technologies is measured differently than its book value, which is the value of Sol that is recorded on the company's balance sheet. Investors also form their own opinion of Sol Gel's value that differs from its market value or its book value, called intrinsic value, which is Sol Gel'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 Sol Gel's market value can be influenced by many factors that don't directly affect Sol Gel'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 Sol Gel's value and its price as these two are different measures arrived at by different means. Investors typically determine if Sol Gel is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Sol Gel'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.