Lippo Malls Pink Sheet Forecast - Simple Moving Average
| LPMDF Stock | USD 0.01 0.00 0.00% |
The Simple Moving Average forecasted value of Lippo Malls Indonesia on the next trading day is expected to be 0.01 with a mean absolute deviation of 0.0001 and the sum of the absolute errors of 0.01. Lippo Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Lippo Malls' historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 23rd of January 2026 the relative strength index (rsi) of Lippo Malls' share price is below 20 . This indicates that the pink sheet is significantly oversold. 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 0
Sell Peaked
Oversold | Overbought |
Using Lippo Malls hype-based prediction, you can estimate the value of Lippo Malls Indonesia from the perspective of Lippo Malls response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Moving Average forecasted value of Lippo Malls Indonesia on the next trading day is expected to be 0.01 with a mean absolute deviation of 0.0001 and the sum of the absolute errors of 0.01. Lippo Malls after-hype prediction price | USD 0.007546 |
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.
Lippo |
Lippo Malls Additional Predictive Modules
Most predictive techniques to examine Lippo price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Lippo using various technical indicators. When you analyze Lippo 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 | ||
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Lippo Malls Simple Moving Average Price Forecast For the 24th of January
Given 90 days horizon, the Simple Moving Average forecasted value of Lippo Malls Indonesia on the next trading day is expected to be 0.01 with a mean absolute deviation of 0.0001, mean absolute percentage error of 0.00000034, and the sum of the absolute errors of 0.01.Please note that although there have been many attempts to predict Lippo 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 Lippo Malls' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Lippo Malls Pink Sheet Forecast Pattern
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Lippo Malls Forecasted Value
In the context of forecasting Lippo Malls' 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. Lippo Malls' downside and upside margins for the forecasting period are 0.00006 and 5.17, respectively. We have considered Lippo Malls' 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 Moving Average forecasting method's relative quality and the estimations of the prediction error of Lippo Malls pink sheet data series using in forecasting. Note that when a statistical model is used to represent Lippo Malls 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 | 99.5374 |
| Bias | Arithmetic mean of the errors | 1.0E-4 |
| MAD | Mean absolute deviation | 1.0E-4 |
| MAPE | Mean absolute percentage error | 0.0169 |
| SAE | Sum of the absolute errors | 0.006 |
Predictive Modules for Lippo Malls
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lippo Malls Indonesia. 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 Lippo Malls' 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.
Lippo Malls After-Hype Price Prediction Density Analysis
As far as predicting the price of Lippo Malls 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 Lippo Malls 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 Lippo Malls, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Lippo Malls Estimiated After-Hype Price Volatility
In the context of predicting Lippo Malls' pink sheet value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Lippo Malls' historical news coverage. Lippo Malls' after-hype downside and upside margins for the prediction period are 0.00 and 5.17, respectively. We have considered Lippo Malls' 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
Lippo Malls is out of control at this time. Analysis and calculation of next after-hype price of Lippo Malls Indonesia is based on 3 months time horizon.
Lippo Malls Pink Sheet Price Prediction Analysis
Have you ever been surprised when a price of a Company such as Lippo Malls is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Lippo Malls 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 Lippo Malls, 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 |
0.67 | 5.16 | 0.00 | 0.57 | 0 Events / Month | 3 Events / Month | Uncertain |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | ||
0.01 | 0.01 | 25.77 |
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Lippo Malls Hype Timeline
Lippo Malls Indonesia is now traded for 0.01. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.57. Lippo is forecasted to increase in value after the next headline, with the price projected to jump to 0.007546 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 25.77%, whereas the daily expected return is now at -0.67%. The volatility of related hype on Lippo Malls is about 605.63%, with the expected price after the next announcement by competition of 0.58. Lippo Malls Indonesia has accumulated 777.94 M in total debt with debt to equity ratio (D/E) of 0.95, which is about average as compared to similar companies. Lippo Malls Indonesia has a current ratio of 1.3, suggesting that it may not be capable to disburse its financial obligations in time and when they become due. Debt can assist Lippo Malls until it has trouble settling it off, either with new capital or with free cash flow. So, Lippo Malls' 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 Lippo Malls Indonesia sell additional shares at bargain prices, diluting existing shareholders. Debt, in this case, can be an excellent and much better tool for Lippo to invest in growth at high rates of return. When we think about Lippo Malls' use of debt, we should always consider it together with cash and equity.Assuming the 90 days horizon the next forecasted press release will be uncertain. Check out Historical Fundamental Analysis of Lippo Malls to cross-verify your projections.Lippo Malls Related Hype Analysis
Having access to credible news sources related to Lippo Malls' direct competition is more important than ever and may enhance your ability to predict Lippo Malls' future price movements. Getting to know how Lippo Malls' 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 Lippo Malls may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| MHIVF | Invesque | 2.08 | 9 per month | 8.99 | 0.09 | 23.08 | (13.04) | 75.87 | |
| CNNRF | Canadian Net Real | 0.00 | 0 per month | 1.27 | 0.08 | 2.87 | (2.53) | 9.21 | |
| MRTI | Maxus Realty Trust | 0.00 | 0 per month | 5.04 | 0.09 | 12.36 | (8.20) | 40.37 | |
| PKTEF | Parkit Enterprise | 0.1 | 2 per month | 0.00 | (0.02) | 0.00 | 0.00 | 23.40 | |
| CPTP | Capital Properties | 0.1 | 2 per month | 2.64 | 0.04 | 4.35 | (1.82) | 30.71 | |
| BVERS | Beaver Coal Co | 0.00 | 0 per month | 4.53 | (0.0002) | 5.24 | (7.50) | 23.33 | |
| TUERF | True North Commercial | 2.08 | 6 per month | 0.00 | (0.14) | 0.78 | 0.00 | 4.52 | |
| SIOLY | Sino Ocean Group Holding | 0.00 | 0 per month | 7.13 | (0) | 15.00 | (16.00) | 60.43 | |
| DOLHF | Dolphin Capital Investors | 2.08 | 10 per month | 0.00 | (0.17) | 0.00 | 0.00 | 19.63 | |
| BREUF | Bridgemarq Real Estate | 2.08 | 6 per month | 1.43 | 0.04 | 2.62 | (2.81) | 8.77 |
Other Forecasting Options for Lippo Malls
For every potential investor in Lippo, whether a beginner or expert, Lippo Malls' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Lippo Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Lippo. Basic forecasting techniques help filter out the noise by identifying Lippo Malls' price trends.Lippo Malls 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 Lippo Malls pink sheet to make a market-neutral strategy. Peer analysis of Lippo Malls could also be used in its relative valuation, which is a method of valuing Lippo Malls by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Lippo Malls Market Strength Events
Market strength indicators help investors to evaluate how Lippo Malls 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 Lippo Malls shares will generate the highest return on investment. By undertsting and applying Lippo Malls pink sheet market strength indicators, traders can identify Lippo Malls Indonesia entry and exit signals to maximize returns.
Lippo Malls Risk Indicators
The analysis of Lippo Malls' 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 Lippo Malls' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lippo 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 | 1.19 | |||
| Standard Deviation | 4.92 | |||
| Variance | 24.24 |
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 Lippo Malls
The number of cover stories for Lippo Malls depends on current market conditions and Lippo Malls' risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Lippo Malls 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 Lippo Malls' 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 Lippo Pink Sheet
Lippo Malls financial ratios help investors to determine whether Lippo 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 Lippo with respect to the benefits of owning Lippo Malls security.