Ecolomondo OTC Stock Forward View - Simple Moving Average
| ECLMF Stock | USD 0.11 0.00 0.00% |
This page provides Simple Moving Average reference data for Ecolomondo, calculated from historical daily prices. The model output shown here is derived from Ecolomondo's historical price series and is provided for informational purposes.
The Simple Moving Average forecasted value of Ecolomondo on the next trading day is expected to be 0.11 with a mean absolute deviation of 0.0031 and the sum of the absolute errors of 0.18.The simple moving average model is conceptually a linear regression of the current value of Ecolomondo price series against current and previous (unobserved) value of Ecolomondo. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future The Simple Moving Average reference information for Ecolomondo is based on available price data and is intended for informational purposes. Simple Moving Average Price Forecast For the 25th of March
Given 90 days horizon, the Simple Moving Average forecasted value of Ecolomondo on the next trading day is expected to be 0.11 with a mean absolute deviation of 0.0031 , mean absolute percentage error of 0.00006 , and the sum of the absolute errors of 0.18 .Please note that although there have been many attempts to predict Ecolomondo OTC Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Ecolomondo's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
OTC Stock Forecast Pattern
| Backtest Ecolomondo | Ecolomondo Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Ecolomondo uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. The current forecast range spans downside near 0.0011 and upside near 5.95.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Ecolomondo otc stock data series using in forecasting. Note that when a statistical model is used to represent Ecolomondo 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 | 104.7108 |
| Bias | Arithmetic mean of the errors | 5.0E-4 |
| MAD | Mean absolute deviation | 0.0031 |
| MAPE | Mean absolute percentage error | 0.0269 |
| SAE | Sum of the absolute errors | 0.1806 |
Other Forecasting Options for Ecolomondo
The autocorrelation structure of Ecolomondo's daily returns reveals whether Ecolomondo exhibits momentum, mean-reversion, or random-walk behavior. Separating these elements helps distinguish persistent directional moves from temporary noise in Ecolomondo OTC Stock price data.Ecolomondo Related Equities
These stocks within the Industrials space are often compared to Ecolomondo by analysts and fund managers in the sector. Looking at Ecolomondo's pricing multiples next to these peers shows if the stock trades at a premium or discount. Firms that trade at big discounts to peers on core metrics may be worth more research.
| Risk & Return | Correlation |
Ecolomondo Market Strength Events
Market strength indicators applied to Ecolomondo otc stock help assess momentum and resilience across environments. These indicators support informed market timing decisions when analyzing Ecolomondo.
Ecolomondo Risk Indicators
Risk indicator analysis for Ecolomondo is essential for accurately projecting its future price trajectory. The process involves identifying the amount of risk involved in Ecolomondo's investment and either accepting or mitigating it.
| Mean Deviation | 1.69 | |||
| Standard Deviation | 5.75 | |||
| Variance | 33.08 |
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.
Story Coverage note for Ecolomondo
Story coverage around Ecolomondo often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
Other Macroaxis Stories
Macroaxis story coverage is designed for a broad investing audience that ranges from self-directed traders to advisers, researchers, and institutional market participants. The content is intended to support people who want a more structured path from headline information to portfolio action.
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Ecolomondo Short Properties
A short-interest review of Ecolomondo provides context for understanding whether skepticism in the market is becoming more influential. The stronger read compares short sentiment with trend behavior, volume, and the broader market narrative.
| Common Stock Shares Outstanding | 183.6 M | |
| Short Long Term Debt | 649.9 K | |
| Shares Float | 183.6 M |
More Resources for Ecolomondo OTC Stock Analysis
Other Information on Investing in Ecolomondo OTC Stock
Ecolomondo financial ratios describe how key financial values relate to each other. These measures reflect profitability, cash flow, and enterprise value.