ScanTech Stock Forward View - Simple Regression
| STAI Stock | USD 0.13 -0.02 -13.33% |
This reference page presents Simple Regression forecast data for ScanTech AI Systems. The model output shown here is derived from ScanTech's historical price series and is provided for informational purposes.
The Simple Regression forecasted value of ScanTech AI Systems on the next trading day is projected to be -0.5718 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 18.45.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 ScanTech AI Systems historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. This Simple Regression forecast data for ScanTech AI Systems is sourced from the most recent available trading data and is intended solely as reference information. Simple Regression Price Forecast For the 19th of March
Given 90 days horizon, the Simple Regression forecasted value of ScanTech AI Systems on the next trading day is expected to be -0.5718 with a mean absolute deviation of 0.30 , mean absolute percentage error of 0.14 , and the sum of the absolute errors of 18.45 .Please note that although there have been many attempts to predict ScanTech 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 ScanTech's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest ScanTech | ScanTech Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates ScanTech's predictive range by looking for statistically meaningful downside and upside boundaries. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
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 ScanTech stock data series using in forecasting. Note that when a statistical model is used to represent ScanTech 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 | 116.161 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3025 |
| MAPE | Mean absolute percentage error | 0.9507 |
| SAE | Sum of the absolute errors | 18.454 |
Other Forecasting Options for ScanTech
For every potential investor in ScanTech, whether a beginner or expert, ScanTech's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better.ScanTech Related Equities
The following equities are related to ScanTech within the Information Technology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing ScanTech 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 |
ScanTech Market Strength Events
Market strength indicators help investors to evaluate how ScanTech stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ScanTech shares will generate the highest return on.
ScanTech Risk Indicators
The analysis of ScanTech's 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 ScanTech's investment and either accepting that risk or mitigating it.
| Mean Deviation | 9.75 | |||
| Standard Deviation | 15.22 | |||
| Variance | 231.8 |
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 ScanTech
A coverage review of ScanTech AI Systems helps investors see 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.
