Sobr Safe Stock Forward View - Simple Regression
| SOBR Stock | USD 0.86 0.04 4.88% |
Sobr Safe's Simple Regression reference data reflects the model's output when applied to available daily price observations. This page summarizes the model output and key accuracy metrics for reference. The projected value and error metrics are calculated from available daily price observations.
The Simple Regression forecasted value of Sobr Safe on the next trading day is expected to be 0.41 with a mean absolute deviation of 0.24 and the sum of the absolute errors of 14.58.In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Sobr Safe historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. The Simple Regression reference values for Sobr Safe are derived from publicly available price data and should be used for informational purposes only. Simple Regression Price Forecast For the 23rd of March
Given 90 days horizon, the Simple Regression forecasted value of Sobr Safe on the next trading day is expected to be 0.41 with a mean absolute deviation of 0.24 , mean absolute percentage error of 0.08 , and the sum of the absolute errors of 14.58 .Please note that although there have been many attempts to predict Sobr 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 Sobr Safe's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Sobr Safe | Sobr Safe Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates Sobr Safe's predictive range by looking for statistically meaningful downside and upside boundaries. The current forecast range spans downside near 0.01 and upside near 13.10.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Sobr Safe stock data series using in forecasting. Note that when a statistical model is used to represent Sobr Safe 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 | 115.582 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.239 |
| MAPE | Mean absolute percentage error | 0.2219 |
| SAE | Sum of the absolute errors | 14.5812 |
Other Forecasting Options for Sobr Safe
Relative Strength Index values for Sobr measure the speed and magnitude of recent price changes. Recognizing these clusters in Sobr Safe's returns helps calibrate position size and stop-loss levels. Candlestick pattern analysis of Sobr Stock daily data can reveal short-term reversal or continuation signals.Sobr Safe Related Equities
Sizing up Sobr Safe against these stocks within the Information Technology space shows how it compares on key financial measures. Growth rate gaps between Sobr Safe and its peers often explain pricing differences in the market.
| Risk & Return | Correlation |
Sobr Safe Market Strength Events
Market strength indicators provide a structured view of how Sobr Safe stock is positioned relative to trends. These indicators are valuable tools for identifying when to enter or exit positions in Sobr Safe. Investors tracking Sobr Safe can use these signals to validate or adjust their position timing.
Sobr Safe Risk Indicators
The analysis of Sobr Safe's risk metrics is one of the most important steps in projecting its future price. This process quantifies the risk associated with Sobr Safe's and helps determine how to manage it. A structured analysis of Sobr Safe's risk indicators is one of the most reliable ways to improve forecast accuracy.
| Mean Deviation | 6.44 | |||
| Standard Deviation | 12.69 | |||
| Variance | 161.04 |
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 Sobr Safe
A coverage review of Sobr Safe shows when the security is attracting above-average attention from contributors and market observers. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
Contributor Headline
Latest Perspective From Macroaxis
Sobr Safe Short Properties
Short sentiment tied to Sobr Safe matters because heavier bearish pressure can change how quickly future price expectations become unstable. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 61.3 K | |
| Cash And Short Term Investments | 8.4 M |
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