Smith Micro Stock Forward View - Simple Regression
| SMSI Stock | USD 0.82 -0.03 -3.53% |
News-driven analysis for Smith Micro seeks to separate meaningful signals from market noise. By filtering relevant headlines and sentiment trends, this module identifies potential catalysts that may move Smith Micro's price.
At the latest evaluation, Smith Micro reflects the strength momentum metric of 0, indicating compressed downside momentum. Readings below 20 are commonly associated with potential stabilization zones.Momentum
Sell Peaked
Oversold | Overbought |
Quarterly Earnings Growth -0.84 | EPS Estimate Next Quarter -0.04 | EPS Estimate Current Year -0.01 | EPS Estimate Next Year 0.2 | Wall Street Target Price 2.5 |
The hype-based summary links Smith Micro Software attention patterns with price response and peers. This module tracks sentiment for Smith Micro using options positioning and short interest signals.
Comprehensive financial disclosures appear in Dividend Yield and Price To Sales Ratio.
Smith Micro Implied Volatility | 3.67 |
Smith Micro's implied volatility tends to be mean-reverting. Periods of extremely high implied volatility in Smith Micro options are often followed by a contraction as uncertainty resolves, eroding the value of recently purchased options.
The Simple Regression forecasted value of Smith Micro Software on the next trading day is projected to be 0.60 with a mean absolute deviation of 0.06 and the sum of the absolute errors of 3.82.Smith Micro after-hype prediction price | $ 0.83 |
Attention metrics here are presented with forecasting, technical, analyst, and earnings context.
Historical Fundamental Analysis of Smith Micro provides a cross-check on projections for Smith Micro. The view provides historical context for the projection set.Smith Open Interest: 2026-04-17 Options
Open interest for Smith Micro describes outstanding contracts and gives a view of market engagement.
Smith Micro Additional Predictive Modules
Most predictive techniques to examine Smith price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Smith using various technical indicators. When you analyze Smith 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 |
Simple Regression Price Forecast For the 16th of March 2026
Given 90 days horizon, the Simple Regression forecasted value of Smith Micro Software on the next trading day is expected to be 0.60 with a mean absolute deviation of 0.06 , mean absolute percentage error of 0.01 , and the sum of the absolute errors of 3.82 .Please note that although there have been many attempts to predict Smith Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Smith Micro's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Smith Micro | Smith Micro Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Smith Micro Software uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
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 Smith Micro stock data series using in forecasting. Note that when a statistical model is used to represent Smith Micro 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 | 113.1847 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0627 |
| MAPE | Mean absolute percentage error | 0.1107 |
| SAE | Sum of the absolute errors | 3.8246 |
Mean reversion in Smith Micro is more reliable over longer time horizons. Short-term deviations can persist and even widen before correcting, making position sizing and risk management critical.
After-Hype Price Density Analysis
Investors who rely solely on expected value estimates for Smith Micro miss the full picture. Smith Micro's probability distribution reveals that expected value can be achieved through very different combinations of outcomes, each with different risk implications.
Next price density |
| Expected price to next headline |
Estimiated After-Hype Price Volatility
The after-news price analysis for Smith Micro is built on the observation that Smith Micro's market reactions to news are not random but follow recognizable patterns. Smith Micro's after-hype downside and upside margins for the prediction period are 0.04 and 6.37, respectively. Identifying and quantifying these patterns for Smith Micro is the core purpose of this model.
Current Value
The after-hype framework applied to Smith Micro Software assumes a 3 months review window and focuses on post-sentiment normalization rather than raw momentum. This view is most useful when investors want to compare sentiment-driven price extension with a more measured post-news scenario.
Price Outlook Analysis
Have you ever been surprised when a price of a Company such as Smith Micro is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Smith Micro 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 Smith Micro, 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 |
0.59 | 5.49 | 0.01 | 0.02 | 9 Events | 6 Events | In 9 days |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
0.82 | 0.83 | 1.22 |
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Hype Timeline
Smith Micro Software is at this time traded for 0.82. The company has historical hype elasticity of 0.01, and average elasticity to hype of competition of -0.02. Smith is projected to increase in value after the next headline, with the price projected to jump to 0.83 or above. The average volatility of media hype impact on the company the price is over 100%. The price growth on the next news is projected to be 1.22%, whereas the daily expected return is at this time at 0.59%. The volatility of related hype on Smith Micro is about 14837.84%, with the expected price after the next announcement by competition of 0.80. The company reported previous year's revenue of 17.36 M. Net Loss for the year was -29.33 M with profit before overhead, payroll, taxes, and interest of 12.86 M. Given the investment horizon of 90 days the next projected press release will be in 9 days. Historical Fundamental Analysis of Smith Micro provides a cross-check on projections for Smith Micro. The view provides historical context for the projection set.Related Hype Analysis
The information ratio and semi-deviation metrics in the peer comparison table for Smith Micro provide a risk-adjusted view of how efficiently Smith Micro's competitors convert news exposure into returns relative to downside risk.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| UIS | Unisys | 0.61 | 16 per month | 0.00 | -0.06 | 8.08 | -5.47 | 18.79 | |
| TTEC | TTEC Holdings | 0.61 | 9 per month | 0.00 | -0.03 | 9.89 | -9.18 | 27.26 | |
| ONTF | ON24 Inc | 0.03 | 5 per month | 0.00 | 0.12 | 1.21 | -1.75 | 39.29 | |
| DVLT | Datavault AI | 0.61 | 3 per month | 0.00 | -0.05 | 25.00 | -13.68 | 72.53 | |
| GDC | GD Culture Group | 0.42 | 9 per month | 5.12 | 0.05 | 10.97 | -9.26 | 64.90 | |
| DUOT | Duos Technologies Group | -0.85 | 8 per month | 0.00 | -0.04 | 7.59 | -7.39 | 30.82 | |
| TCX | Tucows Inc | -1.12 | 6 per month | 0.00 | -0.10 | 4.22 | -5.34 | 19.13 | |
| MEI | Methode Electronics | -0.74 | 5 per month | 0.00 | -0.09 | 4.00 | -9.88 | 21.45 | |
| IMMR | Immersion | 0.04 | 11 per month | 0.00 | -0.06 | 2.58 | -3.61 | 10.23 | |
| WALD | Waldencast Acquisition Corp | 0.02 | 10 per month | 0.00 | -0.09 | 8.22 | -5.70 | 21.63 |
Other Forecasting Options for Smith Micro
For investors considering Smith, Smith Micro's price movement is the most direct driver of investment returns. Noise in Smith Stock price charts can make identifying meaningful trends difficult without dedicated analytical tools.Smith Micro Related Equities
The following equities are related to Smith Micro within the Information Technology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Smith Micro against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
Smith Micro Market Strength Events
Market strength indicators for Smith Micro provide investors with a view of how the stock performs across different market environments. By analyzing these indicators, traders can determine the best moments to enter or exit positions in Smith Micro Software.
Smith Micro Risk Indicators
A structured analysis of Smith Micro's risk indicators is one of the most reliable ways to improve the accuracy of price forecasts. Understanding the risk embedded in Smith Micro's allows investors to decide whether to accept, reduce, or hedge their exposure.
| Mean Deviation | 3.79 | |||
| Semi Deviation | 3.64 | |||
| Standard Deviation | 5.4 | |||
| Variance | 29.2 | |||
| Downside Variance | 20.94 | |||
| Semi Variance | 13.23 | |||
| Expected Short fall | -5.17 |
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 Smith Micro
Coverage intensity for Smith Micro Software matters because narrative visibility can influence sentiment, participation, and volatility around the name. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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Latest Perspective From Macroaxis
Smith Micro Short Properties
Short sentiment tied to Smith Micro Software matters because heavier bearish pressure can change how quickly future price expectations become unstable. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 20.6 M | |
| Cash And Short Term Investments | 1.5 M |
More Resources for Smith Stock Analysis
Reviewing Smith Micro Software commonly begins with financial statements and performance trends. Ratios and trend metrics help frame Smith Micro's operating context. Outlined below are key reports that provide context for Smith Micro Software Stock:Historical Fundamental Analysis of Smith Micro provides a cross-check on projections for Smith Micro. The view provides historical context for the projection set. Analysis related to Smith Micro should be read together with other portfolio and risk tools before capital is reallocated. That is especially important when the goal is to improve the overall mix of instruments already held. You can also try the ETFs module to find actively traded Exchange Traded Funds (ETF) from around the world.
Quarterly Earnings Growth -0.84 | Earnings Share -1.46 | Revenue Per Share | Quarterly Revenue Growth -0.20 | Return On Assets |
Investors evaluate Smith Micro Software using market value and book value, each describing different facets of the business. Smith Micro's market capitalization is 21.05 M. A P/B ratio of 1.14 indicates the market values Smith Micro above its accounting book value. Enterprise value stands at 21.89 M. Value and price for Smith Micro are related but not identical, and they can diverge across cycles. Trading price represents the transaction level agreed by market participants.
Value and price for Smith Micro are related but not identical, and they can diverge across cycles. For Smith Micro, key inputs include a P/E ratio of 22.5, a P/B ratio of 1.14, a profit margin of -1.69%, and ROE of -99.17%. Market price reflects the current exchange level formed by active bids and offers.