Sonoro Energy Pink Sheet Forward View - Simple Exponential Smoothing
| SNVFF Stock | USD 0.01 0.00 0.00% |
This page provides Simple Exponential Smoothing reference data for Sonoro Energy, calculated from historical daily prices. The forecast output and associated deviation metrics are shown for informational use.
The Simple Exponential Smoothing forecasted value of Sonoro Energy on the next trading day is expected to be 0.01 with a mean absolute deviation of 0.0004 and the sum of the absolute errors of 0.03.This simple exponential smoothing model begins by setting Sonoro Energy forecast for the second period equal to the observation of the first period. In other words, recent Sonoro Energy observations are given relatively more weight in forecasting than the older observations. Sonoro Energy's Simple Exponential Smoothing reference data is provided for informational and analytical purposes and does not constitute a trading recommendation. Simple Exponential Smoothing Price Forecast For the 20th of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Sonoro Energy on the next trading day is expected to be 0.01 with a mean absolute deviation of 0.0004 , mean absolute percentage error of 0.000011 , and the sum of the absolute errors of 0.03 .Please note that although there have been many attempts to predict Sonoro Pink Sheet 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 Sonoro Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pink Sheet Forecast Pattern
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Forecasted Value
This next-day forecast for Sonoro Energy uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. Used properly, these levels provide context around forecast dispersion rather than certainty about the next closing print.
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 Sonoro Energy pink sheet data series using in forecasting. Note that when a statistical model is used to represent Sonoro Energy 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 | 104.8866 |
| Bias | Arithmetic mean of the errors | 4.0E-4 |
| MAD | Mean absolute deviation | 4.0E-4 |
| MAPE | Mean absolute percentage error | 0.0395 |
| SAE | Sum of the absolute errors | 0.0261 |
Other Forecasting Options for Sonoro Energy
The price movement of Sonoro is a central concern for all potential investors, regardless of their level of expertise. Sonoro Pink Sheet price charts can be difficult to interpret due to the noise present in the data.Sonoro Energy Related Equities
The following equities are related to Sonoro Energy within the Oil & Gas E&P space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Sonoro Energy against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
Sonoro Energy Market Strength Events
Market strength indicators applied to Sonoro Energy pink sheet help investors assess the relative momentum and resilience of the security in different market environments. By using these indicators, traders can make more informed decisions about when to buy or sell Sonoro Energy.
Sonoro Energy Risk Indicators
Risk indicator analysis for Sonoro Energy is essential for accurately projecting its future price trajectory. By identifying the level of risk embedded in Sonoro Energy's investment, investors can make informed decisions about position sizing and risk mitigation.
| Mean Deviation | 2.1 | |||
| Standard Deviation | 8.66 | |||
| Variance | 74.99 |
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 Sonoro Energy
The amount of media and story coverage tied to Sonoro Energy can signal where market attention is concentrating at the moment. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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Other Information on Investing in Sonoro Pink Sheet
Financial ratios for Sonoro Energy help frame valuation context across profits, cash flow, and enterprise value. They help compare Sonoro across valuation measures.