KION GROUP OTC Stock Forecast - Simple Regression
| KNNGF Stock | USD 75.70 1.36 1.83% |
The Simple Regression forecasted value of KION GROUP AG on the next trading day is expected to be 69.04 with a mean absolute deviation of 1.36 and the sum of the absolute errors of 84.04. KION OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of KION GROUP's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 23rd of January 2026 The value of RSI of KION GROUP's share price is above 80 . This indicates that the otc stock is significantly overbought by investors. 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 100
Buy Peaked
Oversold | Overbought |
It is a matter of debate whether otc price prediction based on information in financial news can generate a strong buy or sell signal. We use our internally-built news screening methodology to estimate the value of KION GROUP based on different types of headlines from major news networks to social media. Using KION GROUP hype-based prediction, you can estimate the value of KION GROUP AG from the perspective of KION GROUP response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of KION GROUP AG on the next trading day is expected to be 69.04 with a mean absolute deviation of 1.36 and the sum of the absolute errors of 84.04. KION GROUP after-hype prediction price | USD 75.7 |
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 otc price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
KION |
KION GROUP Additional Predictive Modules
Most predictive techniques to examine KION price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for KION using various technical indicators. When you analyze KION 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 |
KION GROUP Simple Regression Price Forecast For the 24th of January
Given 90 days horizon, the Simple Regression forecasted value of KION GROUP AG on the next trading day is expected to be 69.04 with a mean absolute deviation of 1.36, mean absolute percentage error of 4.13, and the sum of the absolute errors of 84.04.Please note that although there have been many attempts to predict KION OTC 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 KION GROUP's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
KION GROUP OTC Stock Forecast Pattern
| Backtest KION GROUP | KION GROUP Price Prediction | Buy or Sell Advice |
KION GROUP Forecasted Value
In the context of forecasting KION GROUP's OTC 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. KION GROUP's downside and upside margins for the forecasting period are 67.52 and 70.57, respectively. We have considered KION GROUP'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.
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 KION GROUP otc stock data series using in forecasting. Note that when a statistical model is used to represent KION GROUP otc 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 | 121.3663 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.3555 |
| MAPE | Mean absolute percentage error | 0.0196 |
| SAE | Sum of the absolute errors | 84.0399 |
Predictive Modules for KION GROUP
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KION GROUP AG. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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.KION GROUP After-Hype Price Prediction Density Analysis
As far as predicting the price of KION GROUP 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 KION GROUP 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 OTC Stock prices, such as prices of KION GROUP, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
KION GROUP Estimiated After-Hype Price Volatility
In the context of predicting KION GROUP's otc stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on KION GROUP's historical news coverage. KION GROUP's after-hype downside and upside margins for the prediction period are 74.19 and 77.21, respectively. We have considered KION GROUP'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
KION GROUP is very steady at this time. Analysis and calculation of next after-hype price of KION GROUP AG is based on 3 months time horizon.
KION GROUP OTC Stock Price Prediction Analysis
Have you ever been surprised when a price of a OTC Stock such as KION GROUP is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading KION GROUP 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 OTC 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 KION GROUP, 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 |
0.22 | 1.52 | 0.00 | 0.00 | 0 Events / Month | 0 Events / Month | Uncertain |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | ||
75.70 | 75.70 | 0.00 |
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KION GROUP Hype Timeline
KION GROUP AG is now traded for 75.70. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. KION is forecasted 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 forecasted to be very small, whereas the daily expected return is now at 0.22%. %. The volatility of related hype on KION GROUP is about 0.0%, with the expected price after the next announcement by competition of 75.70. About 45.0% of the company outstanding shares are owned by corporate insiders. The company has price-to-book ratio of 0.59. Typically companies with comparable Price to Book (P/B) are able to outperform the market in the long run. KION GROUP AG has Price/Earnings To Growth (PEG) ratio of 0.33. The entity last dividend was issued on the 12th of May 2022. Assuming the 90 days horizon the next forecasted press release will be uncertain. Check out Historical Fundamental Analysis of KION GROUP to cross-verify your projections.KION GROUP Related Hype Analysis
Having access to credible news sources related to KION GROUP's direct competition is more important than ever and may enhance your ability to predict KION GROUP's future price movements. Getting to know how KION GROUP'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 KION GROUP may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| ZLIOY | ZoomLion | 0.00 | 0 per month | 0.00 | 0.02 | 5.47 | (4.04) | 28.94 | |
| SHKLY | Sinotruk Hong Kong | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| RTLLF | RATIONAL Aktiengesellschaft | 0.00 | 0 per month | 1.84 | 0.0007 | 5.19 | (4.22) | 15.26 | |
| KNCRY | Konecranes Abp ADR | 0.00 | 0 per month | 0.00 | 0.09 | 6.08 | 0.00 | 22.97 | |
| TBABF | Trelleborg AB | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| RATIY | RATIONAL Aktiengesellschaft | 0.00 | 0 per month | 0.00 | (0.20) | 0.00 | 0.00 | 15.34 | |
| KNCRF | Konecranes Plc | 0.00 | 0 per month | 0.00 | (0.41) | 0.00 | 0.00 | 1.52 | |
| GRPTF | Getlink SE | 0.00 | 0 per month | 0.00 | (7.35) | 0.00 | 0.00 | 0.11 | |
| HTCMY | Hitachi Construction Machinery | 0.00 | 0 per month | 0.00 | (0.11) | 3.82 | (3.85) | 12.51 | |
| DNGFF | Dongfang Electric | 0.00 | 0 per month | 0.00 | 0.12 | 3.13 | 0.00 | 21.94 |
Other Forecasting Options for KION GROUP
For every potential investor in KION, whether a beginner or expert, KION GROUP's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. KION OTC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in KION. Basic forecasting techniques help filter out the noise by identifying KION GROUP's price trends.KION GROUP 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 KION GROUP otc stock to make a market-neutral strategy. Peer analysis of KION GROUP could also be used in its relative valuation, which is a method of valuing KION GROUP by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
KION GROUP Market Strength Events
Market strength indicators help investors to evaluate how KION GROUP otc stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading KION GROUP shares will generate the highest return on investment. By undertsting and applying KION GROUP otc stock market strength indicators, traders can identify KION GROUP AG entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.02 | |||
| Day Median Price | 75.7 | |||
| Day Typical Price | 75.7 | |||
| Price Action Indicator | 0.68 | |||
| Period Momentum Indicator | 1.36 | |||
| Relative Strength Index | 100.0 |
KION GROUP Risk Indicators
The analysis of KION GROUP'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 KION GROUP's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kion otc 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 | 0.4212 | |||
| Standard Deviation | 1.51 | |||
| Variance | 2.28 |
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 KION GROUP
The number of cover stories for KION GROUP depends on current market conditions and KION GROUP's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that KION GROUP 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 KION GROUP's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
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Other Information on Investing in KION OTC Stock
KION GROUP financial ratios help investors to determine whether KION OTC Stock 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 KION with respect to the benefits of owning KION GROUP security.