Voya Midcap Mutual Fund Forward View - Triple Exponential Smoothing

IMORX Fund  USD 13.03  -0.34  -2.54%   
The Triple Exponential Smoothing reference data for Voya Midcap is derived from the equity's published trading history. The resulting forecast and deviation statistics are presented as reference data for informational context. Forecast values and accuracy statistics are presented for informational purposes. All values shown are derived from publicly available market data.
The Triple Exponential Smoothing forecasted value of Voya Midcap Opportunities on the next trading day is expected to be 13.00 with a mean absolute deviation of 0.14 and the sum of the absolute errors of 8.03.As with simple exponential smoothing, in triple exponential smoothing models past Voya Midcap observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Voya Midcap Opportunities observations. The forecast reference data presented here for Voya Midcap Opportunities reflects Triple Exponential Smoothing model output and is intended as reference material for analytical use.
Triple exponential smoothing for Voya Midcap - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Voya Midcap 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 trend in Voya Midcap price movement. However, neither of these exponential smoothing models address any seasonality of Voya Midcap Opportunities.

Triple Exponential Smoothing Price Forecast For the 24th of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Voya Midcap Opportunities on the next trading day is expected to be 13.00 with a mean absolute deviation of 0.14 , mean absolute percentage error of 0.03 , and the sum of the absolute errors of 8.03 .
Please note that although there have been many attempts to predict Voya 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 Voya Midcap's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Mutual Fund Forecast Pattern

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Forecasted Value

This next-day forecast for Voya Midcap Opportunities uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. The current forecast range spans downside near 11.75 and upside near 14.26.
Market Value
13.03
13.00
Expected Value
14.26
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Voya Midcap mutual fund data series using in forecasting. Note that when a statistical model is used to represent Voya Midcap 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 0.0288
MADMean absolute deviation0.136
MAPEMean absolute percentage error0.0097
SAESum of the absolute errors8.0261
As with simple exponential smoothing, in triple exponential smoothing models past Voya Midcap observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Voya Midcap Opportunities observations.

Other Forecasting Options for Voya Midcap

Fibonacci retracement levels applied to Voya Mutual Fund price swings identify potential support and resistance zones. Extreme price moves in Voya occur more frequently than standard risk models assume. Support and resistance levels derived from Voya Midcap's historical data identify zones where buying or selling pressure has stalled moves. A volume spike without a corresponding price move can signal accumulation or distribution ahead of a directional breakout.

Voya Midcap Related Equities

These related stocks within the Mid-Cap Growth space give benchmarks for judging Voya Midcap's results, margins, and growth trend. Looking at Voya Midcap's pricing multiples next to these peers shows if the stock trades at a premium or discount. Investors should look for peers that steadily beat or lag Voya Midcap across many periods. These links can also guide portfolio spreading choices within the sector.
 Risk & Return  Correlation

Voya Midcap Market Strength Events

Tracking market strength indicators for Voya Midcap provides context for understanding mutual fund momentum dynamics. Tracking these indicators helps identify periods where trading Voya Midcap is likely to be most rewarding. These tools are essential for timing trades in Voya Midcap Opportunities with a quantitative framework. Market strength indicators for Voya Midcap Opportunities are most useful when viewed as part of a broader analytical framework.

Voya Midcap Risk Indicators

Properly assessing Voya Midcap's risk indicators is a prerequisite for building reliable price forecasts. This analysis provides context for determining the appropriate level of risk to accept when holding Voya Midcap's. Analyzing Voya Midcap's risk indicators provides a critical input for investment risk management. By quantifying the risk in Voya Midcap's investment, investors can make more informed decisions about hedging strategies.
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 Voya Midcap

Coverage intensity for Voya Midcap Opportunities matters because narrative visibility can influence sentiment, participation, and volatility around the name. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.

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.