Exro Technologies OTC Stock Forecast - 4 Period Moving Average

EXROF Stock  USD 0.11  0.01  8.33%   
The 4 Period Moving Average forecasted value of Exro Technologies on the next trading day is expected to be 0.12 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.05. Exro OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Exro Technologies' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for Exro Technologies is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Exro Technologies 4 Period Moving Average Price Forecast For the 27th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Exro Technologies on the next trading day is expected to be 0.12 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0006, and the sum of the absolute errors of 1.05.
Please note that although there have been many attempts to predict Exro 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 Exro Technologies' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Exro Technologies OTC Stock Forecast Pattern

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Exro Technologies Forecasted Value

In the context of forecasting Exro Technologies' 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. Exro Technologies' downside and upside margins for the forecasting period are 0 and 9.38, respectively. We have considered Exro Technologies' 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.
Market Value
0.11
0.12
Expected Value
9.38
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Exro Technologies otc stock data series using in forecasting. Note that when a statistical model is used to represent Exro Technologies 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.
AICAkaike Information Criteria103.3484
BiasArithmetic mean of the errors 0.007
MADMean absolute deviation0.0184
MAPEMean absolute percentage error0.1188
SAESum of the absolute errors1.0515
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Exro Technologies. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Exro Technologies and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Exro Technologies

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Exro Technologies. 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.
Hype
Prediction
LowEstimatedHigh
0.010.119.38
Details
Intrinsic
Valuation
LowRealHigh
0.010.119.38
Details

Other Forecasting Options for Exro Technologies

For every potential investor in Exro, whether a beginner or expert, Exro Technologies' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Exro OTC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Exro. Basic forecasting techniques help filter out the noise by identifying Exro Technologies' price trends.

Exro Technologies 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 Exro Technologies otc stock to make a market-neutral strategy. Peer analysis of Exro Technologies could also be used in its relative valuation, which is a method of valuing Exro Technologies by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Exro Technologies 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 Exro Technologies' 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 Exro Technologies' current price.

Exro Technologies Market Strength Events

Market strength indicators help investors to evaluate how Exro Technologies 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 Exro Technologies shares will generate the highest return on investment. By undertsting and applying Exro Technologies otc stock market strength indicators, traders can identify Exro Technologies entry and exit signals to maximize returns.

Exro Technologies Risk Indicators

The analysis of Exro Technologies' 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 Exro Technologies' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting exro 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.
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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Other Information on Investing in Exro OTC Stock

Exro Technologies financial ratios help investors to determine whether Exro OTC Stock 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 Exro with respect to the benefits of owning Exro Technologies security.