IShares Automation Etf Forward View - Simple Exponential Smoothing
| RBOT Etf | USD 15.56 -0.16 -1.02% |
IShares Automation's Simple Exponential Smoothing reference data is presented on this page, derived from the application of the forecasting model to historical closing prices. Projected values and accuracy measures are included for reference.
The Simple Exponential Smoothing forecasted value of iShares Automation Robotics on the next trading day is expected to be 15.56 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.47.This simple exponential smoothing model begins by setting iShares Automation Robotics forecast for the second period equal to the observation of the first period. In other words, recent IShares Automation observations are given relatively more weight in forecasting than the older observations. The Simple Exponential Smoothing reference information for IShares Automation is based on available price data and is intended for informational purposes. Simple Exponential Smoothing Price Forecast For the 23rd of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of iShares Automation Robotics on the next trading day is expected to be 15.56 with a mean absolute deviation of 0.21 , mean absolute percentage error of 0.06 , and the sum of the absolute errors of 12.47 .Please note that although there have been many attempts to predict IShares 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 IShares Automation's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Etf Forecast Pattern
| Backtest IShares Automation | IShares Automation Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for iShares Automation Robotics focuses on identifying predictive downside and upside bands that can frame a realistic trading range. The current forecast range spans downside near 14.08 and upside near 17.04.
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 IShares Automation etf data series using in forecasting. Note that when a statistical model is used to represent IShares Automation 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 | 113.4823 |
| Bias | Arithmetic mean of the errors | 0.0072 |
| MAD | Mean absolute deviation | 0.2078 |
| MAPE | Mean absolute percentage error | 0.0125 |
| SAE | Sum of the absolute errors | 12.47 |
Other Forecasting Options for IShares Automation
For any investor considering IShares, IShares Automation's price movement is the central factor in determining investment viability. The noise present in IShares Etf price charts can distort investment decisions if not properly addressed.IShares Automation Related Equities
The following equities are related to IShares Automation within the Sector Equity Technology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing IShares Automation against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
IShares Automation Market Strength Events
Market strength indicators for IShares Automation etf help investors evaluate the security's behavior relative to ongoing market conditions. These tools support better market timing and help identify entry and exit signals for iShares Automation Robotics.
IShares Automation Risk Indicators
The analysis of IShares Automation's basic risk indicators is a key input for accurate price forecasting and sound investment decisions. Understanding the risk in IShares Automation's investment allows investors to make informed choices about accepting or mitigating that exposure.
| Mean Deviation | 1.19 | |||
| Standard Deviation | 1.46 | |||
| Variance | 2.12 |
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 IShares Automation
A coverage review of iShares Automation Robotics shows when the security is attracting above-average attention from contributors and market observers. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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Financial ratios highlight how financial values interact within IShares Automation. These metrics link profitability, liquidity, and valuation signals. The format ensures data can be compared on a consistent basis. All information reflects the latest available financial data and is presented for reference purposes.