Expand Energy Stock Forward View - Triple Exponential Smoothing
| EXE Stock | 96.64 0.70 0.73% |
Triple Exponential Smoothing is applied to Expand Energy's daily closing prices, and the resulting forecast is presented with accuracy metrics. Wide deviation between fitted and observed values suggests the model's assumptions may not match current market conditions. The Triple Exponential Smoothing model projects Expand Energy at 96.41 for the next trading day, below the most recent closing price. This Triple Exponential Smoothing output is provided as analytical reference and does not constitute a trading recommendation.
Triple Exponential Smoothing Price Forecast For the 12th of May 2026
Over a 90-day horizon, the Triple Exponential Smoothing model forecasts Expand Energy at 96.41 for the next trading day, with a mean absolute deviation of 1.66 , mean absolute percentage error of 0.02 , and sum of absolute errors of 97.90 .This represents a very tight forecast — the model closely tracks Expand Energy's recent price behavior. This output is intended for short-term analytical reference.
Stock Forecast Pattern
| Backtest Expand Energy | Expand Energy Price Prediction | Research Analysis |
Forecasted Value
Expand Energy's next-session forecast estimates practical downside and upside boundaries based on the model's historical fit. The model places downside around 94.51 and upside around 98.31 for the next session. The moderate spread reflects defined uncertainty around the forecast.
Model Predictive Factors
The table below summarizes the Triple Exponential Smoothing model's error metrics for Expand Energy 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 | Huge |
| Bias | Arithmetic mean of the errors | -0.2685 |
| MAD | Mean absolute deviation | 1.6594 |
| MAPE | Mean absolute percentage error | 0.0159 |
| SAE | Sum of the absolute errors | 97.9041 |
Other Forecasting Options for Expand Energy
Expand Energy's daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Expand Energy often signals an upcoming reversal or acceleration.Expand Energy Related Equities
Investors studying Expand Energy often look at related stocks within the Energy space to gauge pricing and results. Checking cash flow across this peer set helps gauge Expand Energy's relative financial strength.
| Risk & Return | Correlation |
Expand Energy Market Strength Events
Market strength indicators for Expand Energy stock provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in Expand Energy.
Expand Energy Risk Indicators
Assessing Expand Energy's risk indicators is a structured way to evaluate the risk-return trade-off for expand energy stock. The level of risk embedded in Expand Energy's feeds directly into exposure calibration.
| Mean Deviation | 1.53 | |||
| Standard Deviation | 2.04 | |||
| Variance | 4.15 |
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.
Expand Energy Short Properties
Short-interest signals around Expand Energy reveal whether skeptical positioning is starting to pressure price predictability and market tone. The practical goal is to identify when the balance between long and short participation may be changing the quality of the setup.
| Common Stock Shares Outstanding | 240.37 million | |
| Cash And Short Term Investments | 960 million |