Frontline Stock Forward View - 8 Period Moving Average
| FRO Stock | USD 38.15 -1.36 -3.44% |
This 8 Period Moving Average projection for Frontline is fitted to the equity's recent daily closes. Low error metrics relative to the price level indicate the model fits recent trading behavior well. Older observations carry less weight in the current projection as the price series extends. High SAE relative to the price level signals cumulative forecast drift over the evaluation period. The 8 Period Moving Average model projects Frontline at 37.77 for the next trading day, below the most recent closing price. This forecast is one analytical input among many and should be assessed in the context of broader analysis.
8 Period Moving Average Price Forecast For the 12th of May 2026
Over a 90-day horizon, the 8 Period Moving Average model forecasts Frontline at 37.77 for the next trading day, with a mean absolute deviation of 1.44 , mean absolute percentage error of 0.04 , and sum of absolute errors of 76.48 .This represents a tight forecast with good short-term tracking of Frontline's price movement. This output is intended for short-term analytical reference.
Stock Forecast Pattern
| Backtest Frontline | Frontline Price Prediction | Research Analysis |
Forecasted Value
The projected range for Frontline reflects the model's ability to define credible downside and upside scenarios for the next trading day. Downside is estimated near 34.65 and upside near 40.88. The wide range indicates elevated uncertainty in short-term projections.
Model Predictive Factors
The table below summarizes the 8 Period Moving Average model's error metrics for Frontline stock. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.| AIC | Akaike Information Criteria | 104.6672 |
| Bias | Arithmetic mean of the errors | -0.327 |
| MAD | Mean absolute deviation | 1.4429 |
| MAPE | Mean absolute percentage error | 0.0412 |
| SAE | Sum of the absolute errors | 76.475 |
Other Forecasting Options for Frontline
Fibonacci retracement levels applied to Frontline Stock price swings identify potential support and resistance zones. Extreme price moves in Frontline occur more frequently than standard risk models assume. Support and resistance levels derived from Frontline's historical data identify zones where buying or selling pressure has stalled moves. A volume spike without a corresponding price move signals accumulation or distribution ahead of a directional breakout.Frontline Related Equities
These related stocks within the Energy space give benchmarks for judging Frontline's results, margins, and growth trend. Checking cash flow across this peer set helps gauge Frontline's relative financial strength. Firms that trade at big discounts to peers on core metrics may be worth more research. This peer set gives the context needed for a well-rounded view of Frontline.
| Risk & Return | Correlation |
Frontline Market Strength Events
Rate of Change and Momentum readings for Frontline measure the velocity of recent price moves rather than direction alone. These indicators add context to how recent sessions in Frontline have behaved. These indicators are most informative when viewed alongside Frontline's volume profile and volatility measures. The Price Action Indicator distills each session's open-high-low-close into a single directional score for Frontline.
Frontline Risk Indicators
Standard deviation and variance for Frontline measure total price dispersion, while semi-deviation isolates only the downside moves. Higher variance relative to sector peers signals that Frontline's price path has been less predictable over the measured period. Analyzing Frontline's risk indicators helps explain how recent moves compare with its broader trading range. A narrow gap between mean deviation and standard deviation indicates that Frontline's return distribution is relatively symmetric.
| Mean Deviation | 2.49 | |||
| Semi Deviation | 2.82 | |||
| Standard Deviation | 3.12 | |||
| Variance | 9.71 | |||
| Downside Variance | 10.03 | |||
| Semi Variance | 7.93 | |||
| Expected Short fall | -2.70 |
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.
Frontline Short Properties
Short-interest data for Frontline reveals whether bearish conviction in the market is gaining traction. When applied, these measures clarify when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 222.62 million | |
| Cash And Short Term Investments | 253.41 million |