LEM Holding Pink Sheet Forecast - Simple Exponential Smoothing
| LMHDF Stock | USD 2,549 0.00 0.00% |
The Simple Exponential Smoothing forecasted value of LEM Holding SA on the next trading day is expected to be 2,549 with a mean absolute deviation of 0.00 and the sum of the absolute errors of 0.00. LEM Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of LEM Holding's historical fundamentals, such as revenue growth or operating cash flow patterns.
LEM |
LEM Holding Simple Exponential Smoothing Price Forecast For the 27th of December
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of LEM Holding SA on the next trading day is expected to be 2,549 with a mean absolute deviation of 0.00, mean absolute percentage error of 0.00, and the sum of the absolute errors of 0.00.Please note that although there have been many attempts to predict LEM 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 LEM Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
LEM Holding Pink Sheet Forecast Pattern
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LEM Holding Forecasted Value
In the context of forecasting LEM Holding'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. LEM Holding's downside and upside margins for the forecasting period are 2,549 and 2,549, respectively. We have considered LEM Holding'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 Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of LEM Holding pink sheet data series using in forecasting. Note that when a statistical model is used to represent LEM Holding 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 | -9.223372036854776E14 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0 |
| MAPE | Mean absolute percentage error | 0.0 |
| SAE | Sum of the absolute errors | 0.0 |
Predictive Modules for LEM Holding
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as LEM Holding SA. 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 LEM Holding'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.
Other Forecasting Options for LEM Holding
For every potential investor in LEM, whether a beginner or expert, LEM Holding's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. LEM Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in LEM. Basic forecasting techniques help filter out the noise by identifying LEM Holding's price trends.LEM Holding 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 LEM Holding pink sheet to make a market-neutral strategy. Peer analysis of LEM Holding could also be used in its relative valuation, which is a method of valuing LEM Holding by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
LEM Holding SA Technical and Predictive Analytics
The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of LEM Holding's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of LEM Holding's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
LEM Holding Market Strength Events
Market strength indicators help investors to evaluate how LEM Holding 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 LEM Holding shares will generate the highest return on investment. By undertsting and applying LEM Holding pink sheet market strength indicators, traders can identify LEM Holding SA entry and exit signals to maximize returns.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 2548.66 | |||
| Day Typical Price | 2548.66 |
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Other Information on Investing in LEM Pink Sheet
LEM Holding financial ratios help investors to determine whether LEM 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 LEM with respect to the benefits of owning LEM Holding security.