Legacy Education Pink Sheet Forecast - Simple Exponential Smoothing
| LEAI Stock | USD 0.0006 0.00 0.00% |
The Simple Exponential Smoothing forecasted value of Legacy Education Alliance on the next trading day is expected to be 0.0006 with a mean absolute deviation of 0.00000167 and the sum of the absolute errors of 0.0001. Legacy Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Legacy Education's historical fundamentals, such as revenue growth or operating cash flow patterns.
Legacy |
Legacy Education Simple Exponential Smoothing Price Forecast For the 2nd of December
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Legacy Education Alliance on the next trading day is expected to be 0.0006 with a mean absolute deviation of 0.00000167, mean absolute percentage error of 0, and the sum of the absolute errors of 0.0001.Please note that although there have been many attempts to predict Legacy 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 Legacy Education's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Legacy Education Pink Sheet Forecast Pattern
| Backtest Legacy Education | Legacy Education Price Prediction | Buy or Sell Advice |
Legacy Education Forecasted Value
In the context of forecasting Legacy Education'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. Legacy Education's downside and upside margins for the forecasting period are 0.000006 and 2.48, respectively. We have considered Legacy Education'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 Legacy Education pink sheet data series using in forecasting. Note that when a statistical model is used to represent Legacy Education 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 | 93.7576 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0 |
| MAPE | Mean absolute percentage error | 0.0028 |
| SAE | Sum of the absolute errors | 1.0E-4 |
Predictive Modules for Legacy Education
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Legacy Education Alliance. 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.Other Forecasting Options for Legacy Education
For every potential investor in Legacy, whether a beginner or expert, Legacy Education's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Legacy Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Legacy. Basic forecasting techniques help filter out the noise by identifying Legacy Education's price trends.Legacy Education 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 Legacy Education pink sheet to make a market-neutral strategy. Peer analysis of Legacy Education could also be used in its relative valuation, which is a method of valuing Legacy Education by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Legacy Education Alliance 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 Legacy Education'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 Legacy Education's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Legacy Education Market Strength Events
Market strength indicators help investors to evaluate how Legacy Education 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 Legacy Education shares will generate the highest return on investment. By undertsting and applying Legacy Education pink sheet market strength indicators, traders can identify Legacy Education Alliance entry and exit signals to maximize returns.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 6.0E-4 | |||
| Day Typical Price | 6.0E-4 |
Legacy Education Risk Indicators
The analysis of Legacy Education'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 Legacy Education's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting legacy 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 | 0.5969 | |||
| Standard Deviation | 2.46 | |||
| Variance | 6.06 |
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.
Currently Active Assets on Macroaxis
Other Information on Investing in Legacy Pink Sheet
Legacy Education financial ratios help investors to determine whether Legacy 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 Legacy with respect to the benefits of owning Legacy Education security.