Avant Technologies OTC Stock Forward View
| AVAI Stock | 0.35 -0.02 -5.41% |
This reference page presents Naive Prediction forecast data for Avant Technologies. The projected values and error metrics are presented below as reference information.
The Naive Prediction forecasted value of Avant Technologies on the next trading day is projected to be 0.21 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 2.92.This model is not at all useful as a medium-long range forecasting tool of Avant Technologies. 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 Avant Technologies. 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 Avant Technologies is sourced from the most recent available trading data and is intended solely as reference information. Naive Prediction Price Forecast For the 24th of March
Given 90 days horizon, the Naive Prediction forecasted value of Avant Technologies on the next trading day is expected to be 0.21 with a mean absolute deviation of 0.05 , mean absolute percentage error of 0.0031 , and the sum of the absolute errors of 2.92 .Please note that although there have been many attempts to predict Avant 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 Avant Technologies' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
OTC Stock Forecast Pattern
Forecasted Value
This next-day forecast for Avant Technologies 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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Avant Technologies otc stock data series using in forecasting. Note that when a statistical model is used to represent Avant Technologies 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 | 112.3313 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0479 |
| MAPE | Mean absolute percentage error | 0.1096 |
| SAE | Sum of the absolute errors | 2.9244 |
Other Forecasting Options for Avant Technologies
Avant Technologies' daily price returns can be decomposed into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Avant often signals an upcoming reversal or acceleration.Avant Technologies Related Equities
The peer firms below can help frame Avant Technologies' pricing and running costs in context. Checking Avant Technologies against peers on P/E, margins, and return on equity helps put its position in context.
| Risk & Return | Correlation |
Avant Technologies Market Strength Events
Market strength indicators help investors evaluate how Avant Technologies otc stock reacts to evolving market conditions. These indicators help determine optimal entry and exit points for trading Avant Technologies.
Avant Technologies Risk Indicators
The analysis of Avant Technologies' basic risk indicators is one of the essential steps in accurately forecasting its future price. Understanding the risk involved in holding Avant Technologies' allows investors to make informed decisions about their exposure.
| Mean Deviation | 5.02 | |||
| Semi Deviation | 4.82 | |||
| Standard Deviation | 7.14 | |||
| Variance | 51.0 | |||
| Downside Variance | 41.51 | |||
| Semi Variance | 23.2 | |||
| Expected Short fall | -8.27 |
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 Avant Technologies
Coverage intensity for Avant Technologies matters because narrative visibility can influence sentiment, participation, and volatility around the name. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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.