5E Advanced Stock Forward View - Simple Regression
| FEAM Stock | USD 1.59 -0.07 -4.22% |
This reference page presents Simple Regression forecast data for 5E Advanced Materials. The projected values and error metrics are presented below as reference information.
The Simple Regression forecasted value of 5E Advanced Materials on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.33 and the sum of the absolute errors of 20.15.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 5E Advanced Materials 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 5E Advanced Materials is sourced from the most recent available trading data and is intended solely as reference information. Simple Regression Price Forecast For the 23rd of March
Given 90 days horizon, the Simple Regression forecasted value of 5E Advanced Materials on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.33 , mean absolute percentage error of 0.16 , and the sum of the absolute errors of 20.15 .Please note that although there have been many attempts to predict FEAM 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 5E Advanced's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest 5E Advanced | 5E Advanced Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for 5E Advanced Materials focuses on identifying predictive downside and upside bands that can frame a realistic trading range. No forecasting approach has been shown to beat all others over time. Investors should treat any model output as a guide, not a guarantee.
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 5E Advanced stock data series using in forecasting. Note that when a statistical model is used to represent 5E Advanced 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 | 116.2617 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3303 |
| MAPE | Mean absolute percentage error | 0.1295 |
| SAE | Sum of the absolute errors | 20.1491 |
Other Forecasting Options for 5E Advanced
5E Advanced's daily price returns can be decomposed into trend, seasonal, and residual components. Divergence between short-term and long-term averages in FEAM often signals an upcoming reversal or acceleration.5E Advanced Related Equities
These stocks within the Materials space are often compared to 5E Advanced by analysts and fund managers in the sector. Key comparison metrics include price-to-earnings, profit margin, and revenue growth across 5E Advanced's peer group. Finding which peers are closest to 5E Advanced in business model helps sharpen the comparison.
| Risk & Return | Correlation |
5E Advanced Market Strength Events
Market strength indicators help investors evaluate how 5E Advanced stock reacts to evolving market conditions. These indicators help determine optimal entry and exit points for trading 5E Advanced Materials.
5E Advanced Risk Indicators
The analysis of 5E Advanced's basic risk indicators is one of the essential steps in accurately forecasting its future price. Understanding the risk involved in holding 5E Advanced's allows investors to make informed decisions about their exposure.
| Mean Deviation | 4.66 | |||
| Standard Deviation | 6.47 | |||
| Variance | 41.87 |
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 5E Advanced
Story coverage around 5E Advanced Materials often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.
Contributor Headline
Latest Perspective From Macroaxis
5E Advanced Short Properties
A short-interest review of 5E Advanced Materials provides context for understanding whether skepticism in the market is becoming more influential. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
| Common Stock Shares Outstanding | 8 M | |
| Cash And Short Term Investments | 3.8 M |