Invesco Rochester Mutual Fund Forward View - Double Exponential Smoothing
| IORUX Fund | USD 14.21 -0.13 -0.91% |
The Double Exponential Smoothing reference information for Invesco Rochester summarizes the forecasted value and model error statistics based on historical price data. This data is provided for reference and analytical review.
The Double Exponential Smoothing forecasted value of Invesco Rochester New on the next trading day is expected to be 14.21 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.52.When Invesco Rochester New prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Invesco Rochester New trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Invesco Rochester observations are given relatively more weight in forecasting than the older observations. Invesco Rochester's Double Exponential Smoothing reference values are drawn from available trading data and are presented for informational reference only. Double Exponential Smoothing Price Forecast For the 22nd of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Invesco Rochester New on the next trading day is expected to be 14.21 with a mean absolute deviation of 0.03 , mean absolute percentage error of 0.0015 , and the sum of the absolute errors of 1.52 .Please note that although there have been many attempts to predict Invesco Mutual Fund 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 Invesco Rochester's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mutual Fund Forecast Pattern
| Backtest Invesco Rochester | Invesco Rochester Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Invesco Rochester New uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. The current forecast range spans downside near 13.94 and upside near 14.48.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Invesco Rochester mutual fund data series using in forecasting. Note that when a statistical model is used to represent Invesco Rochester mutual fund, 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 | Huge |
| Bias | Arithmetic mean of the errors | 3.0E-4 |
| MAD | Mean absolute deviation | 0.0253 |
| MAPE | Mean absolute percentage error | 0.0018 |
| SAE | Sum of the absolute errors | 1.52 |
Other Forecasting Options for Invesco Rochester
Investors evaluating Invesco at any level need to understand the significance of Invesco Rochester's price movement for their investment outcomes. The presence of noise in Invesco Mutual Fund price charts demands careful analysis to avoid misinterpreting short-term fluctuations as trends.Invesco Rochester Related Equities
The following equities are related to Invesco Rochester within the Muni New York Long space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Invesco Rochester 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 |
Invesco Rochester Market Strength Events
Market strength indicators applied to Invesco Rochester help investors evaluate how the mutual fund tracks overall market momentum and conditions. These signals are used to determine optimal timing for entering or exiting Invesco Rochester New positions.
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 14.21 | |||
| Day Typical Price | 14.21 | |||
| Price Action Indicator | -0.07 | |||
| Period Momentum Indicator | -0.13 |
Invesco Rochester Risk Indicators
The assessment of Invesco Rochester's risk indicators plays a key role in forecasting its future price and managing investment exposure. Investors who measure Invesco Rochester's risk profile carefully are better equipped to decide how to manage their positions.
| Mean Deviation | 0.1693 | |||
| Standard Deviation | 0.2602 | |||
| Variance | 0.0677 |
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 Invesco Rochester
Story coverage around Invesco Rochester New often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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