The Naive Prediction forecasted value of ePlay Digital on the next trading day is expected to be 0 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. EPlay Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of EPlay Digital's historical fundamentals, such as revenue growth or operating cash flow patterns.
EPlay
A naive forecasting model for EPlay Digital is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ePlay Digital value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.
EPlay Digital Naive Prediction Price Forecast For the 25th of December
Given 90 days horizon, the Naive Prediction forecasted value of ePlay Digital on the next trading day is expected to be 0 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict EPlay 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 EPlay Digital's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
In the context of forecasting EPlay Digital'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. EPlay Digital's downside and upside margins for the forecasting period are 0 and 0, respectively. We have considered EPlay Digital'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.
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 EPlay Digital pink sheet data series using in forecasting. Note that when a statistical model is used to represent EPlay Digital 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
36.4751
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
This model is not at all useful as a medium-long range forecasting tool of ePlay Digital. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict EPlay Digital. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.
Predictive Modules for EPlay Digital
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ePlay Digital. 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.
Please note, it is not enough to conduct a financial or market analysis of a single entity such as EPlay Digital. Your research has to be compared to or analyzed against EPlay Digital's peers to derive any actionable benefits. When done correctly, EPlay Digital's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in ePlay Digital.
Other Forecasting Options for EPlay Digital
For every potential investor in EPlay, whether a beginner or expert, EPlay Digital's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. EPlay Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in EPlay. Basic forecasting techniques help filter out the noise by identifying EPlay Digital's price trends.
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 EPlay Digital pink sheet to make a market-neutral strategy. Peer analysis of EPlay Digital could also be used in its relative valuation, which is a method of valuing EPlay Digital by comparing valuation metrics with similar companies.
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 EPlay Digital'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 EPlay Digital's current price.
Market strength indicators help investors to evaluate how EPlay Digital 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 EPlay Digital shares will generate the highest return on investment. By undertsting and applying EPlay Digital pink sheet market strength indicators, traders can identify ePlay Digital entry and exit signals to maximize returns.
Other Information on Investing in EPlay Pink Sheet
EPlay Digital financial ratios help investors to determine whether EPlay 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 EPlay with respect to the benefits of owning EPlay Digital security.