ScanTech Stock Forward View
| STAI Stock | USD 0.13 0.02 15.45% |
This reference page presents Naive Prediction forecast data for ScanTech AI Systems. The projected values and error metrics are presented below as reference information.
The Naive Prediction forecasted value of ScanTech AI Systems on the next trading day is projected to be -0.1363 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 9.23.This model is not at all useful as a medium-long range forecasting tool of ScanTech AI Systems. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict ScanTech. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights. This Naive Prediction forecast data for ScanTech AI Systems is sourced from the most recent available trading data and is intended solely as reference information. ScanTech Cash Forecast
Forecasting cash for ScanTech requires analysts to apply different statistical methods to find hidden patterns. This approach detects underlying patterns in ScanTech's financial data to predict future market behavior.
Cash | First Reported 2010-12-31 | Previous Quarter 25.7 K | Current Value 24.4 K | Quarterly Volatility 77.5 K |
Macro event markers
Naive Prediction Price Forecast For the 25th of March
Given 90 days horizon, the Naive Prediction forecasted value of ScanTech AI Systems on the next trading day is expected to be -0.1363 with a mean absolute deviation of 0.15 , mean absolute percentage error of 0.04 , and the sum of the absolute errors of 9.23 .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
The next-day forecast for ScanTech AI Systems focuses on identifying predictive downside and upside bands that can frame a realistic trading range. 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 Naive Prediction 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 | 114.9045 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1513 |
| MAPE | Mean absolute percentage error | 0.3111 |
| SAE | Sum of the absolute errors | 9.2283 |
Other Forecasting Options for ScanTech
ScanTech's daily price returns can be decomposed into trend, seasonal, and residual components. Divergence between short-term and long-term averages in ScanTech often signals an upcoming reversal or acceleration.ScanTech Related Equities
Investors studying ScanTech often look at related stocks within the Information Technology space to gauge pricing and results. Checking ScanTech against peers on P/E, margins, and return on equity helps put its position in context. When ScanTech breaks from its peer group on a key metric, it often signals a firm-level change worth exploring.
| Risk & Return | Correlation |
ScanTech Market Strength Events
Market strength indicators help investors evaluate how ScanTech stock reacts to evolving market conditions. These indicators help determine optimal entry and exit points for trading ScanTech AI Systems.
ScanTech Risk Indicators
The analysis of ScanTech's basic risk indicators is one of the essential steps in accurately forecasting its future price. Understanding the risk involved in holding ScanTech's allows investors to make informed decisions about their exposure.
| Mean Deviation | 9.44 | |||
| Standard Deviation | 14.76 | |||
| Variance | 217.82 |
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
Coverage intensity for ScanTech AI Systems matters because narrative visibility can influence sentiment, participation, and volatility around the name. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
