IPath Series ETF Forward View - 8 Period Moving Average
| GRN ETF | USD 30.00 1.19 4.13% |
This 8 Period Moving Average projection for IPath Series 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 IPath Series at 29.41 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 7th of May
Over a 90-day horizon, the 8 Period Moving Average model forecasts IPath Series at 29.41 for the next trading day, with a mean absolute deviation of 0.67 , mean absolute percentage error of 0.02 , and sum of absolute errors of 35.54 .This represents a tight forecast with good short-term tracking of IPath Series' price movement. This output is intended for short-term analytical reference.
ETF Forecast Pattern
| Backtest IPath Series | IPath Series Price Prediction | Research Analysis |
Forecasted Value
The projected range for IPath Series reflects the model's ability to define credible downside and upside scenarios for the next trading day. Downside is estimated near 26.95 and upside near 31.86. 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 IPath Series ETF. 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 | 103.0393 |
| Bias | Arithmetic mean of the errors | -0.0788 |
| MAD | Mean absolute deviation | 0.6706 |
| MAPE | Mean absolute percentage error | 0.0239 |
| SAE | Sum of the absolute errors | 35.5412 |
Other Forecasting Options for IPath Series
Fibonacci retracement levels applied to IPath Series ETF price swings identify potential support and resistance zones. Extreme price moves in IPath Series occur more frequently than standard risk models assume. Support and resistance levels derived from IPath Series' 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.IPath Series Related Equities
The stocks listed below are peers of IPath Series within the Commodities Focused space and offer context for ranking and strength. Key comparison metrics include price-to-earnings, profit margin, and revenue growth across IPath Series' peer group. When IPath Series breaks from its peer group on a key metric, it often signals a firm-level change worth exploring.
| Risk & Return | Correlation |
IPath Series Market Strength Events
Rate of Change and Momentum readings for IPath Series measure the velocity of recent price moves rather than direction alone. These indicators add context to how recent sessions in IPath Series have behaved. These indicators are most informative when viewed alongside IPath Series's volume profile and volatility measures. The Price Action Indicator distills each session's open-high-low-close into a single directional score for IPath Series.
IPath Series Risk Indicators
Standard deviation and variance for IPath Series measure total price dispersion, while semi-deviation isolates only the downside moves. Higher variance relative to sector peers signals that IPath Series' price path has been less predictable over the measured period. Analyzing IPath Series' risk indicators helps explain how recent moves compare with its broader trading range. A narrow gap between mean deviation and standard deviation indicates that IPath Series' return distribution is relatively symmetric.
| Mean Deviation | 1.91 | |||
| Standard Deviation | 2.56 | |||
| Variance | 6.55 |
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.