Liberty International Pink Sheet Forward View
| PDPGDelisted Stock | USD 0.02 0.00 0.00% |
Liberty Pink Sheet outlook is based on your current time horizon. We suggest always using this module together with an analysis of Liberty International's historical fundamentals, such as revenue growth or operating cash flow patterns.
The relative strength index (RSI) of Liberty International's share price is below 30 as of 3rd of February 2026 indicating that the pink sheet is becoming oversold or undervalued. The main point of the Relative Strength Index (RSI) is to track how fast people are buying or selling Liberty International Holding, making its price go up or down. Momentum 25
Sell Stretched
Oversold | Overbought |
Using Liberty International hype-based prediction, you can estimate the value of Liberty International Holding from the perspective of Liberty International response to recently generated media hype and the effects of current headlines on its competitors.
The Naive Prediction forecasted value of Liberty International Holding on the next trading day is expected to be 0 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.38. Liberty International after-hype prediction price | USD 0.02 |
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.
Liberty |
Liberty International Additional Predictive Modules
Most predictive techniques to examine Liberty price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Liberty using various technical indicators. When you analyze Liberty 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 |
Liberty International Naive Prediction Price Forecast For the 4th of February
Given 90 days horizon, the Naive Prediction forecasted value of Liberty International Holding on the next trading day is expected to be 0 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0001, and the sum of the absolute errors of 0.38.Please note that although there have been many attempts to predict Liberty 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 Liberty International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Liberty International Pink Sheet Forecast Pattern
| Backtest Liberty International | Liberty International Price Prediction | Research Analysis |
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Liberty International pink sheet data series using in forecasting. Note that when a statistical model is used to represent Liberty International 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 | 109.0425 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0062 |
| MAPE | Mean absolute percentage error | 0.271 |
| SAE | Sum of the absolute errors | 0.3779 |
Predictive Modules for Liberty International
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Liberty International. 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.Liberty International After-Hype Price Density Analysis
As far as predicting the price of Liberty International 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 Liberty International 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 Liberty International, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Liberty International Estimiated After-Hype Price Volatility
In the context of predicting Liberty International's pink sheet value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Liberty International's historical news coverage. Liberty International's after-hype downside and upside margins for the prediction period are 0.01 and 0.02, respectively. We have considered Liberty International'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 compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
Liberty International is somewhat reliable at this time. Analysis and calculation of next after-hype price of Liberty International is based on 3 months time horizon.
Liberty International Pink Sheet Price Outlook Analysis
Have you ever been surprised when a price of a Company such as Liberty International is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Liberty International 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 Liberty International, 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 |
0.00 | 0.00 | 0.00 | 0.00 | 0 Events / Month | 0 Events / Month | Within a week |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
0.02 | 0.02 | 24.22 |
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Liberty International Hype Timeline
Liberty International is at this time traded for 0.02. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Liberty is projected to increase in value after the next headline, with the price projected to jump to 0.02 or above. The average volatility of media hype impact on the company the price is insignificant. The price rise on the next news is estimated to be 24.22%, whereas the daily expected return is at this time at 0.0%. The volatility of related hype on Liberty International is about 0.0%, with the expected price after the next announcement by competition of 0.02. Debt can assist Liberty International until it has trouble settling it off, either with new capital or with free cash flow. So, Liberty International's shareholders could walk away with nothing if the company can't fulfill its legal obligations to repay debt. However, a more frequent occurrence is when companies like Liberty International sell additional shares at bargain prices, diluting existing shareholders. Debt, in this case, can be an excellent and much better tool for Liberty to invest in growth at high rates of return. When we think about Liberty International's use of debt, we should always consider it together with cash and equity.Given the investment horizon of 90 days the next projected press release will be within a week. Check out Your Equity Center to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors.Liberty International Related Hype Analysis
Having access to credible news sources related to Liberty International's direct competition is more important than ever and may enhance your ability to predict Liberty International's future price movements. Getting to know how Liberty International'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 Liberty International may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| AIXN | AiXin Life International | 0.00 | 0 per month | 0.00 | 0.07 | 0.00 | 0.00 | 264.58 | |
| RFLFY | Raffles Education | 0.00 | 0 per month | 0.00 | 0.12 | 0.00 | 0.00 | 171.43 | |
| NNUTU | Hawaiian Macadamia Nut | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| FRDZF | Freedom Foods Group | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| VONI | Veroni Brands Corp | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| EWOOF | Eastwood Bio Medical Canada | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| AUVGF | Australian Vintage | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| LRKKF | Lark Distilling Co | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| HOJI | House of Jane | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
| VGANF | Plant Co Brands | 0.00 | 0 per month | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Liberty International 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 Liberty International pink sheet to make a market-neutral strategy. Peer analysis of Liberty International could also be used in its relative valuation, which is a method of valuing Liberty International by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Liberty International Market Strength Events
Market strength indicators help investors to evaluate how Liberty International 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 Liberty International shares will generate the highest return on investment. By undertsting and applying Liberty International pink sheet market strength indicators, traders can identify Liberty International Holding entry and exit signals to maximize returns.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 0.0161 | |||
| Day Typical Price | 0.0161 | |||
| Relative Strength Index | 25.74 |
Liberty International Risk Indicators
The analysis of Liberty International'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 Liberty International's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting liberty 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.
| Mean Deviation | 17.14 | |||
| Semi Deviation | 19.02 | |||
| Standard Deviation | 40.35 | |||
| Variance | 1628.13 | |||
| Downside Variance | 1640.6 | |||
| Semi Variance | 361.6 | |||
| Expected Short fall | (49.96) |
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 Liberty International
The number of cover stories for Liberty International depends on current market conditions and Liberty International's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Liberty International 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 Liberty International'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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Check out Your Equity Center to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors. You can also try the FinTech Suite module to use AI to screen and filter profitable investment opportunities.
Other Consideration for investing in Liberty Pink Sheet
If you are still planning to invest in Liberty International check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Liberty International's history and understand the potential risks before investing.
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