Innovator Russell Etf Forward View - Simple Exponential Smoothing
| KAPR Etf | USD 35.85 -0.06 -0.17% |
Innovator Russell 2000's Simple Exponential Smoothing reference page covers the model's projected value and error measures from recent price data. The forecast output and associated deviation metrics are shown for informational use.
The Simple Exponential Smoothing forecasted value of Innovator Russell 2000 on the next trading day is expected to be 35.85 with a mean absolute deviation of 0.06 and the sum of the absolute errors of 3.78.This simple exponential smoothing model begins by setting Innovator Russell 2000 forecast for the second period equal to the observation of the first period. In other words, recent Innovator Russell observations are given relatively more weight in forecasting than the older observations. All Simple Exponential Smoothing forecast figures shown for Innovator Russell 2000 are reference data reflecting model output based on available historical prices. Simple Exponential Smoothing Price Forecast For the 26th of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Innovator Russell 2000 on the next trading day is expected to be 35.85 with a mean absolute deviation of 0.06 , mean absolute percentage error of 0.01 , and the sum of the absolute errors of 3.78 .Please note that although there have been many attempts to predict Innovator Etf 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 Innovator Russell's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Etf Forecast Pattern
| Backtest Innovator Russell | Innovator Russell Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates Innovator Russell's predictive range by looking for statistically meaningful downside and upside boundaries. At the moment, the model places downside around 35.60 and upside around 36.09 for the forecasting period.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Innovator Russell etf data series using in forecasting. Note that when a statistical model is used to represent Innovator Russell etf, 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 | 111.2722 |
| Bias | Arithmetic mean of the errors | -0.0165 |
| MAD | Mean absolute deviation | 0.063 |
| MAPE | Mean absolute percentage error | 0.0018 |
| SAE | Sum of the absolute errors | 3.7792 |
Other Forecasting Options for Innovator Russell
Bollinger Bands applied to Innovator Etf price data measure how far Innovator has deviated from its recent average relative to its own volatility. This distinction drives the choice of forecasting model applied to Innovator Russell's price data.Innovator Russell Related Equities
These stocks within the Defined Outcome space are often compared to Innovator Russell by analysts and fund managers in the sector. Looking at Innovator Russell's pricing multiples next to these peers shows if the stock trades at a premium or discount. Persistent outperformance or underperformance by specific peers relative to Innovator Russell often signals structural advantages or weaknesses. The peer review below gives a clear framework for judging Innovator Russell's standing among rivals.
| Risk & Return | Correlation |
Innovator Russell Market Strength Events
For investors tracking Innovator Russell 2000, market strength indicators offer quantitative evaluation of etf behavior. These indicators add context to timing decisions around Innovator Russell 2000 positions.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 35.85 | |||
| Day Typical Price | 35.85 | |||
| Price Action Indicator | -0.03 | |||
| Period Momentum Indicator | -0.06 |
Innovator Russell Risk Indicators
Analyzing Innovator Russell's basic risk indicators provides investors with a structured view of the risk-return trade-off for innovator etf. By identifying the level of risk embedded in Innovator Russell's investment, investors can make informed decisions about position sizing.
| Mean Deviation | 0.171 | |||
| Semi Deviation | 0.0687 | |||
| Standard Deviation | 0.2388 | |||
| Variance | 0.057 | |||
| Downside Variance | 0.0589 | |||
| Semi Variance | 0.0047 | |||
| Expected Short fall | -0.19 |
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 Innovator Russell
The amount of media and story coverage tied to Innovator Russell 2000 can signal where market attention is concentrating at the moment. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
Other Macroaxis Stories
Macroaxis story coverage is designed for a broad investing audience that ranges from self-directed traders to advisers, researchers, and institutional market participants. The content is intended to support people who want a more structured path from headline information to portfolio action.
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More Resources for Innovator Etf Analysis
The foundation for reviewing Innovator Russell 2000 is its financial reporting and trend data. The dataset reflects Innovator Russell's financial reporting across available periods.For Innovator Russell, Historical Fundamental Analysis of Innovator Russell serves as a reference point for projection validation. Innovator Russell information on this page supports broader research rather than acting as a stand-alone signal. Innovator Russell analysis across multiple dimensions - risk, valuation, diversification - produces a more informed position-sizing decision. You can also try the Alpha Finder module to use alpha and beta coefficients to find investment opportunities after accounting for the risk.
Market capitalization and book value offer complementary views of Innovator Russell 2000 - the first driven by investor sentiment, the second by accounting standards.
For Innovator Russell, intrinsic value is a model-driven estimate while price is a market-driven observation. Innovator Russell's market price is the outcome of continuous interaction between buyers and sellers.