Volvo AB Pink Sheet Forward View - Double Exponential Smoothing
| VOLVF Stock | USD 35.17 -1.22 -3.35% |
Momentum
Sell Peaked
Oversold | Overbought |
This view maps Volvo AB ser attention shifts to recent price behavior and peer activity.
The Double Exponential Smoothing forecasted value of Volvo AB ser on the next trading day is expected to be 35.05 with a mean absolute deviation of 0.70 and the sum of the absolute errors of 41.81.Volvo AB after-hype prediction price | $ 35.17 |
The hype panel supports comparisons with forecasting models, technical signals, analyst consensus, and earnings.
Volvo |
Volvo AB Additional Predictive Modules
Most predictive techniques to examine Volvo price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Volvo using various technical indicators. When you analyze Volvo 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 |
Double Exponential Smoothing Price Forecast For the 14th of March 2026
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Volvo AB ser on the next trading day is expected to be 35.05 with a mean absolute deviation of 0.70 , mean absolute percentage error of 0.82 , and the sum of the absolute errors of 41.81 .Please note that although there have been many attempts to predict Volvo Pink Sheet 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 Volvo AB's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pink Sheet Forecast Pattern
| Backtest Volvo AB | Volvo AB Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Volvo AB ser 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 Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Volvo AB pink sheet data series using in forecasting. Note that when a statistical model is used to represent Volvo AB pink sheet, 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 | Huge |
| Bias | Arithmetic mean of the errors | -0.0203 |
| MAD | Mean absolute deviation | 0.6968 |
| MAPE | Mean absolute percentage error | 0.0198 |
| SAE | Sum of the absolute errors | 41.806 |
Valuation-driven investors use mean reversion to time Volvo AB's investments: buying when it trades materially below its historical average valuation multiples and selling when it reaches premium territory.
After-Hype Price Density Analysis
The price distribution chart for Volvo AB visualizes our statistical uncertainty about Volvo AB's future price. This uncertainty is inherent in all forecasting, and any model claiming to eliminate it for Volvo AB should be viewed with skepticism.
Next price density |
| Expected price to next headline |
Estimiated After-Hype Price Volatility
Our news impact model for Volvo AB estimates the statistical distribution of after-hype price outcomes based on Volvo AB's historical reactions to comparable events. Volvo AB's after-hype downside and upside margins for the prediction period are 32.52 and 37.82, respectively. The model is descriptive rather than predictive and reflects what has historically happened - not what will.
Current Value
The after-hype framework applied to Volvo AB ser 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 Volvo AB is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Volvo AB 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 Pink Sheet 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 Volvo AB, 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 |
0.18 | 2.67 | 0.00 | 0.00 | 0 Events | 0 Events | Any time |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
35.17 | 35.17 | 0.00 |
|
Hype Timeline
Volvo AB ser is at this time traded for 35.17. The company stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Volvo is anticipated not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is anticipated to be very small, whereas the daily expected return is at this time at 0.18%. %. The volatility of related hype on Volvo AB is about 0.0%, with the expected price after the next announcement by competition of 35.17. About 59.0% of the company outstanding shares are owned by institutional investors. The book value of Volvo AB was at this time reported as 6.75. The company last dividend was issued on the 7th of April 2022. Volvo AB ser completed a 5:1 stock split on 10th of May 2007. Assuming a 90-day horizon the next anticipated press release will be any time. Historical Fundamental Analysis of Volvo AB provides a cross-check on projections for Volvo AB. The historical series provides projection context.Related Hype Analysis
The peer hype summary table for Volvo AB serves as a competitive intelligence tool, helping investors understand the news sensitivity landscape around Volvo AB's sector and identify the companies most likely to influence Volvo AB's near-term performance.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| DTRUY | Daimler Truck Holding | 0.00 | 0 per month | 1.52 | 0.13 | 4.89 | -2.75 | 10.58 | |
| DPSTF | Deutsche Post AG | 0.00 | 0 per month | 1.76 | 0.05 | 3.75 | -3.02 | 17.07 | |
| DHLGY | Deutsche Post AG | 0.00 | 0 per month | 1.82 | 0.02 | 2.19 | -3.36 | 8.23 | |
| CODGF | Compagnie de Saint Gobain | 0.00 | 0 per month | 0.00 | -0.11 | 2.33 | -2.41 | 14.00 | |
| CODYY | Compagnie de Saint Gobain | 0.00 | 0 per month | 0.00 | -0.12 | 2.89 | -3.38 | 9.80 | |
| DTGHF | Daimler Truck Holding | 0.00 | 0 per month | 1.41 | 0.12 | 5.05 | -3.17 | 13.36 | |
| CTPCF | CITIC Limited | 0.00 | 0 per month | 0.00 | -0.07 | 0.00 | -1.69 | 24.88 | |
| MIELF | Mitsubishi Electric | 0.00 | 0 per month | 3.40 | 0.1 | 6.68 | -5.69 | 20.45 | |
| KMTUY | Komatsu | 0.00 | 0 per month | 1.44 | 0.23 | 4.54 | -3.04 | 14.75 | |
| MIELY | Mitsubishi Electric Corp | 0.00 | 0 per month | 1.80 | 0.15 | 3.72 | -3.60 | 14.09 |
Other Forecasting Options for Volvo AB
Price movement is the most critical factor for any investor assessing the potential of Volvo as an investment. The noise inherent in Volvo Pink Sheet price charts can obscure the underlying direction and make investment decisions more challenging.Volvo AB Related Equities
The following equities are related to Volvo AB within the Farm & Heavy Construction Machinery space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Volvo AB 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 |
Volvo AB Market Strength Events
For investors in Volvo AB ser, market strength indicators provide essential context about how the pink sheet responds to prevailing market trends. These tools support more informed decisions about when to trade Volvo AB for maximum effect.
| Rate Of Daily Change | 0.97 | |||
| Day Median Price | 35.17 | |||
| Day Typical Price | 35.17 | |||
| Price Action Indicator | -0.61 | |||
| Period Momentum Indicator | -1.22 | |||
| Relative Strength Index | 47.17 |
Volvo AB Risk Indicators
Identifying and analyzing Volvo AB's risk indicators provides investors with important context for price forecasting and investment decision-making. By understanding how much risk is embedded in Volvo AB's investment, investors can make better choices about position sizing,.
| Mean Deviation | 2.13 | |||
| Semi Deviation | 2.55 | |||
| Standard Deviation | 2.71 | |||
| Variance | 7.36 | |||
| Downside Variance | 7.39 | |||
| Semi Variance | 6.49 | |||
| Expected Short fall | -2.25 |
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 Volvo AB
Coverage intensity for Volvo AB ser 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.
Other Macroaxis Stories
Story coverage on Macroaxis is built for readers who approach markets from different levels of experience but share the same need for disciplined investment context. Used well, these stories become part of a broader workflow built around idea generation, validation, and risk-adjusted portfolio design.
Story Categories
Currently Trending Categories
More Resources for Volvo Pink Sheet Analysis
Other Information on Investing in Volvo Pink Sheet
Volvo AB financial ratios provide valuation context across profits, cash flow, and enterprise value. They help compare Volvo across measures in a consistent way.