Innovator Premium ETF Forward View - 4 Period Moving Average
| APRJ ETF | 25.00 0.02 0.08% |
This 4 Period Moving Average projection for Innovator Premium 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 4 Period Moving Average model projects Innovator Premium at 24.99 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.
4 Period Moving Average Price Forecast For the 11th of May 2026
Over a 90-day horizon, the 4 Period Moving Average model forecasts Innovator Premium at 24.99 for the next trading day, with a mean absolute deviation of 0.06 , mean absolute percentage error of 0.0024 , and sum of absolute errors of 3.40 .This represents a very tight forecast — the model closely tracks Innovator Premium's recent price behavior. This output is intended for short-term analytical reference.
ETF Forecast Pattern
| Backtest Innovator Premium | Innovator Premium Price Prediction | Research Analysis |
Forecasted Value
The projected range for Innovator Premium reflects the model's ability to define credible downside and upside scenarios for the next trading day. The forecast band spans 24.73 to 25.25. The narrow range indicates limited short-term dispersion.
Model Predictive Factors
The table below summarizes the 4 Period Moving Average model's error metrics for Innovator Premium 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 | 106.0605 |
| Bias | Arithmetic mean of the errors | -0.0261 |
| MAD | Mean absolute deviation | 0.0597 |
| MAPE | Mean absolute percentage error | 0.0024 |
| SAE | Sum of the absolute errors | 3.405 |
Other Forecasting Options for Innovator Premium
Fibonacci retracement levels applied to Innovator ETF price swings identify potential support and resistance zones. Extreme price moves in Innovator occur more frequently than standard risk models assume. Support and resistance levels derived from Innovator Premium'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.Innovator Premium Comparable Funds
These peer funds help position Innovator Premium within a broader category rather than against operating businesses. Useful comparisons usually include net asset value behavior, total return, volatility, distribution profile, and leverage. A fund that looks different from peers may simply be following a distinct exposure or payout strategy. This makes the peer set a useful category benchmark for Innovator Premium.
| Risk & Return | Correlation |
Innovator Premium Market Strength Events
Rate of Change and Momentum readings for Innovator Premium measure the velocity of recent price moves rather than direction alone. These indicators add context to how recent sessions in Innovator Premium have behaved. These indicators are most informative when viewed alongside Innovator Premium's volume profile and volatility measures. The Price Action Indicator distills each session's open-high-low-close into a single directional score for Innovator Premium.
Innovator Premium Risk Indicators
Standard deviation and variance for Innovator Premium measure total price dispersion, while semi-deviation isolates only the downside moves. Higher variance relative to sector peers signals that Innovator Premium's price path has been less predictable over the measured period. Analyzing Innovator Premium'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 Innovator Premium's return distribution is relatively symmetric.
| Mean Deviation | 0.1241 | |||
| Semi Deviation | 0.0807 | |||
| Standard Deviation | 0.2556 | |||
| Variance | 0.0653 | |||
| Downside Variance | 0.0766 | |||
| Semi Variance | 0.0065 | |||
| Expected Short fall | -0.17 |
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.
More Resources for Innovator ETF Analysis
Innovator Premium Income's trading price can diverge from NAV, the per-share value of the fund's underlying assets. ETF valuation considers factors like expense ratio, tracking accuracy, and the composition of underlying holdings.
It is useful to distinguish Innovator Premium's trading price from its NAV, since each reflects a different perspective. ETF evaluation considers expense ratio, holdings quality, tracking accuracy, and category positioning.