Volvo AB Pink Sheet Forecast - Simple Regression

VOLVF Stock  USD 33.70  0.78  2.26%   
Volvo Pink Sheet outlook is based on your current time horizon. We recommend always using this module together with an analysis of Volvo AB's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 26th of January 2026, The relative strength index (RSI) of Volvo AB's share price is at 56. This entails that the pink sheet is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling Volvo AB, making its price go up or down.

Momentum 56

 Buy Extended

 
Oversold
 
Overbought
The successful prediction of Volvo AB'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 Volvo AB and does not consider all of the tangible or intangible factors available from Volvo AB's fundamental data. We analyze noise-free headlines and recent hype associated with Volvo AB ser, which may create opportunities for some arbitrage if properly timed.
Using Volvo AB hype-based prediction, you can estimate the value of Volvo AB ser from the perspective of Volvo AB response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Volvo AB ser on the next trading day is expected to be 34.61 with a mean absolute deviation of 0.57 and the sum of the absolute errors of 34.76.

Volvo AB after-hype prediction price

    
  USD 33.7  
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 pink sheet price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Volvo AB to cross-verify your projections.

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.
Simple Regression model is a single variable regression model that attempts to put a straight line through Volvo AB 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.

Volvo AB Simple Regression Price Forecast For the 27th of January

Given 90 days horizon, the Simple Regression forecasted value of Volvo AB ser on the next trading day is expected to be 34.61 with a mean absolute deviation of 0.57, mean absolute percentage error of 0.52, and the sum of the absolute errors of 34.76.
Please note that although there have been many attempts to predict Volvo Pink Sheet 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 Volvo AB's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Volvo AB Pink Sheet Forecast Pattern

Backtest Volvo AB  Volvo AB Price Prediction  Buy or Sell Advice  

Volvo AB Forecasted Value

In the context of forecasting Volvo AB's Pink Sheet 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. Volvo AB's downside and upside margins for the forecasting period are 31.89 and 37.33, respectively. We have considered Volvo AB'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
33.70
34.61
Expected Value
37.33
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 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.
AICAkaike Information Criteria117.4588
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5699
MAPEMean absolute percentage error0.0187
SAESum of the absolute errors34.7619
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 Volvo AB ser 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 Volvo AB

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Volvo AB ser. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Volvo AB's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
30.9833.7036.42
Details
Intrinsic
Valuation
LowRealHigh
29.4032.1234.84
Details
Bollinger
Band Projection (param)
LowMiddleHigh
30.8532.9335.01
Details

Volvo AB After-Hype Price Density Analysis

As far as predicting the price of Volvo AB 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 Volvo AB 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 Pink Sheet prices, such as prices of Volvo AB, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Volvo AB Estimiated After-Hype Price Volatility

In the context of predicting Volvo AB's pink sheet value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Volvo AB's historical news coverage. Volvo AB's after-hype downside and upside margins for the prediction period are 30.98 and 36.42, respectively. We have considered Volvo AB's 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
33.70
33.70
After-hype Price
36.42
Upside
Volvo AB is very steady at this time. Analysis and calculation of next after-hype price of Volvo AB ser is based on 3 months time horizon.

Volvo AB Pink Sheet 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 ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.38 
2.72
 0.00  
  0.12 
0 Events / Month
5 Events / Month
Any time
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
33.70
33.70
0.00 
0.00  
Notes

Volvo AB Hype Timeline

Volvo AB ser is at this time traded for 33.70. The entity stock is not elastic to its hype. The average elasticity to hype of competition is -0.12. 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 0.38%. %. The volatility of related hype on Volvo AB is about 869.01%, with the expected price after the next announcement by competition of 33.58. 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 had 5:1 split on the 10th of May 2007. Assuming the 90 days horizon the next anticipated press release will be any time.
Check out Historical Fundamental Analysis of Volvo AB to cross-verify your projections.

Volvo AB Related Hype Analysis

Having access to credible news sources related to Volvo AB's direct competition is more important than ever and may enhance your ability to predict Volvo AB's future price movements. Getting to know how Volvo AB's 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 Volvo AB may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
DTRUYDaimler Truck Holding 0.00 0 per month 1.03  0.12  4.89 (1.71) 8.35 
DPSTFDeutsche Post AG(3.33)18 per month 1.41  0.1  3.38 (3.02) 15.19 
DHLGYDeutsche Post AG 0.59 12 per month 0.98  0.11  2.11 (2.01) 11.75 
CODGFCompagnie de Saint Gobain 0.59 4 per month 0.00 (0.07) 2.49 (2.41) 11.82 
CODYYCompagnie de Saint Gobain 0.00 0 per month 0.00 (0.08) 2.89 (3.38) 8.41 
DTGHFDaimler Truck Holding 0.00 0 per month 1.14  0.12  4.09 (3.17) 9.44 
CTPCFCITIC Limited(2.78)13 per month 0.00  0.09  0.00  0.00  28.12 
MIELFMitsubishi Electric 0.59 4 per month 2.03  0.08  5.50 (4.70) 14.30 
KMTUYKomatsu 0.62 6 per month 0.00 (0.05) 2.47 (2.87) 9.83 
MIELYMitsubishi Electric Corp 0.59 8 per month 1.40  0.11  3.13 (2.55) 8.72 

Other Forecasting Options for Volvo AB

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

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

Volvo AB Market Strength Events

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

Volvo AB Risk Indicators

The analysis of Volvo AB'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 Volvo AB's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting volvo pink sheet 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.

Story Coverage note for Volvo AB

The number of cover stories for Volvo AB depends on current market conditions and Volvo AB's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Volvo AB 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 Volvo AB's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

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Other Information on Investing in Volvo Pink Sheet

Volvo AB financial ratios help investors to determine whether Volvo Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Volvo with respect to the benefits of owning Volvo AB security.