Voya Russelltm Mutual Fund Forecast - Polynomial Regression

Voya Russelltm polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Voya Russelltm Small as well as the accuracy indicators are determined from the period prices.

Voya Russelltm Polynomial Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Voya Russelltm Small on the next trading day is expected to be 13.25 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.07, and the sum of the absolute errors of 12.73.

Voya Russelltm Mutual Fund Forecast Pattern

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Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Voya Russelltm mutual fund data series using in forecasting. Note that when a statistical model is used to represent Voya Russelltm 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. A single variable polynomial regression model attempts to put a curve through the Voya Russelltm historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a₀ + a₁*X + a₂*X² + a₃*X³ + ... + a_m*X^m

Predictive Modules for Voya Russelltm

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Voya Russelltm Small. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual fund market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.

Hype Prediction Low Estimated High 12.06 13.39 14.72 Details

Intrinsic Valuation Low Real High 12.19 13.52 14.85 Details

Bollinger Band Projection (param) Low Middle High 13.34 14.25 15.16 Details

Other Forecasting Options for Voya Russelltm

For every potential investor in Voya, whether a beginner or expert, Voya Russelltm's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Voya Mutual Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Voya. Basic forecasting techniques help filter out the noise by identifying Voya Russelltm's price trends.

Voya Russelltm Related Equities

Risk & Return

Correlation

Voya Russelltm Small Technical and Predictive Analytics

The mutual fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Voya Russelltm's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Voya Russelltm's current price.

Voya Russelltm Market Strength Events

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Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

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