Legacy Education OTC Stock Forecast - 20 Period Moving Average
| LEAI Stock | USD 0.14 0.02 12.50% |
The 20 Period Moving Average forecasted value of Legacy Education Alliance on the next trading day is expected to be 0.15 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.39. Legacy OTC Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Legacy Education stock prices and determine the direction of Legacy Education Alliance's future trends based on various well-known forecasting models. 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.
Check out Historical Fundamental Analysis of Legacy Education to cross-verify your projections. Legacy |
Most investors in Legacy Education cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Legacy Education's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Legacy Education's price structures and extracts relationships that further increase the generated results' accuracy.
A commonly used 20-period moving average forecast model for Legacy Education Alliance is based on a synthetically constructed Legacy Educationdaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time. Legacy Education 20 Period Moving Average Price Forecast For the 19th of April
Given 90 days horizon, the 20 Period Moving Average forecasted value of Legacy Education Alliance on the next trading day is expected to be 0.15 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0001, and the sum of the absolute errors of 0.39.Please note that although there have been many attempts to predict Legacy 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 Legacy Education's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Legacy Education OTC Stock Forecast Pattern
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Legacy Education Forecasted Value
In the context of forecasting Legacy Education'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. Legacy Education's downside and upside margins for the forecasting period are 0 and 8.64, 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 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Legacy Education otc stock data series using in forecasting. Note that when a statistical model is used to represent Legacy Education 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 | 72.4841 |
| Bias | Arithmetic mean of the errors | -0.0045 |
| MAD | Mean absolute deviation | 0.0096 |
| MAPE | Mean absolute percentage error | 0.0635 |
| SAE | Sum of the absolute errors | 0.3935 |
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 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Legacy Education'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 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 OTC Stock 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 otc stock 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 otc stock 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 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 Legacy Education shares will generate the highest return on investment. By undertsting and applying Legacy Education otc stock market strength indicators, traders can identify Legacy Education Alliance entry and exit signals to maximize returns.
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 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 | 5.74 | |||
| Semi Deviation | 6.3 | |||
| Standard Deviation | 8.9 | |||
| Variance | 79.24 | |||
| Downside Variance | 115.52 | |||
| Semi Variance | 39.69 | |||
| Expected Short fall | (12.23) |
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.
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Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Legacy Education to cross-verify your projections. Note that the Legacy Education Alliance information on this page should be used as a complementary analysis to other Legacy Education's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Correlation Analysis module to reduce portfolio risk simply by holding instruments which are not perfectly correlated.
Complementary Tools for Legacy OTC Stock analysis
When running Legacy Education's price analysis, check to measure Legacy Education's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Legacy Education is operating at the current time. Most of Legacy Education's value examination focuses on studying past and present price action to predict the probability of Legacy Education's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Legacy Education's price. Additionally, you may evaluate how the addition of Legacy Education to your portfolios can decrease your overall portfolio volatility.
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