Voya Financial Stock Forecast - Polynomial Regression

VOYA Stock  USD 73.92  0.51  0.69%   
The Polynomial Regression forecasted value of Voya Financial on the next trading day is expected to be 75.26 with a mean absolute deviation of  0.83  and the sum of the absolute errors of 51.61. Voya Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Voya Financial stock prices and determine the direction of Voya Financial's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Voya Financial's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Voya Financial's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Voya Financial's systematic risk associated with finding meaningful patterns of Voya Financial fundamentals over time.
Check out Historical Fundamental Analysis of Voya Financial to cross-verify your projections.
For information on how to trade Voya Stock refer to our How to Trade Voya Stock guide.
  
The current year's Fixed Asset Turnover is expected to grow to 0.07, whereas Receivables Turnover is forecasted to decline to 0.58. . The current year's Common Stock Shares Outstanding is expected to grow to about 157.9 M, whereas Net Income Applicable To Common Shares is forecasted to decline to about 231.2 M.

Open Interest Against 2024-04-19 Voya Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Voya Financial's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Voya Financial's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Voya Financial stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Voya Financial's open interest, investors have to compare it to Voya Financial's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Voya Financial is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Voya. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Voya Financial cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Voya Financial's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Voya Financial's price structures and extracts relationships that further increase the generated results' accuracy.
Voya Financial polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Voya Financial as well as the accuracy indicators are determined from the period prices.

Voya Financial Polynomial Regression Price Forecast For the 30th of March

Given 90 days horizon, the Polynomial Regression forecasted value of Voya Financial on the next trading day is expected to be 75.26 with a mean absolute deviation of 0.83, mean absolute percentage error of 1.06, and the sum of the absolute errors of 51.61.
Please note that although there have been many attempts to predict Voya Stock prices using its time series forecasting, we generally do not recommend 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 Financial's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Voya Financial Stock Forecast Pattern

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Voya Financial Forecasted Value

In the context of forecasting Voya Financial's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Voya Financial's downside and upside margins for the forecasting period are 74.01 and 76.52, respectively. We have considered Voya Financial's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
73.92
75.26
Expected Value
76.52
Upside

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 Financial stock data series using in forecasting. Note that when a statistical model is used to represent Voya Financial stock, 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 Criteria120.008
BiasArithmetic mean of the errors None
MADMean absolute deviation0.8325
MAPEMean absolute percentage error0.0118
SAESum of the absolute errors51.6129
A single variable polynomial regression model attempts to put a curve through the Voya Financial 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 + ... + am*Xm

Predictive Modules for Voya Financial

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 Financial. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Voya Financial's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
72.7073.9575.20
Details
Intrinsic
Valuation
LowRealHigh
66.5377.8379.08
Details
13 Analysts
Consensus
LowTargetHigh
75.9983.5092.69
Details
Earnings
Estimates (0)
LowProjected EPSHigh
1.521.691.86
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Voya Financial. Your research has to be compared to or analyzed against Voya Financial's peers to derive any actionable benefits. When done correctly, Voya Financial's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Voya Financial.

Other Forecasting Options for Voya Financial

For every potential investor in Voya, whether a beginner or expert, Voya Financial's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Voya Stock 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 Financial's price trends.

Voya Financial Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Voya Financial stock to make a market-neutral strategy. Peer analysis of Voya Financial could also be used in its relative valuation, which is a method of valuing Voya Financial by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Voya Financial Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Voya Financial'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 Financial's current price.

Voya Financial Market Strength Events

Market strength indicators help investors to evaluate how Voya Financial stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Voya Financial shares will generate the highest return on investment. By undertsting and applying Voya Financial stock market strength indicators, traders can identify Voya Financial entry and exit signals to maximize returns.

Voya Financial Risk Indicators

The analysis of Voya Financial's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Voya Financial's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting voya stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
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.

Voya Financial Investors Sentiment

The influence of Voya Financial's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in Voya. The overall investor sentiment generally increases the direction of a stock movement in a one-year investment horizon. However, the impact of investor sentiment on the entire stock market does not have solid backing from leading economists and market statisticians.
Investor biases related to Voya Financial's public news can be used to forecast risks associated with an investment in Voya. The trend in average sentiment can be used to explain how an investor holding Voya can time the market purely based on public headlines and social activities around Voya Financial. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Voya Financial's market sentiment shows the aggregated news analyzed to detect positive and negative mentions from the text and comments. The data is normalized to provide daily scores for Voya Financial's and other traded tickers. The bigger the bubble, the more accurate is the estimated score. Higher bars for a given day show more participation in the average Voya Financial's news discussions. The higher the estimated score, the more favorable is the investor's outlook on Voya Financial.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Voya Financial in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Voya Financial's short interest history, or implied volatility extrapolated from Voya Financial options trading.

Also Currently Popular

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.
When determining whether Voya Financial offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Voya Financial's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Voya Financial Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Voya Financial Stock:
Check out Historical Fundamental Analysis of Voya Financial to cross-verify your projections.
For information on how to trade Voya Stock refer to our How to Trade Voya Stock guide.
You can also try the Equity Forecasting module to use basic forecasting models to generate price predictions and determine price momentum.

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When running Voya Financial's price analysis, check to measure Voya Financial's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Voya Financial is operating at the current time. Most of Voya Financial's value examination focuses on studying past and present price action to predict the probability of Voya Financial's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Voya Financial's price. Additionally, you may evaluate how the addition of Voya Financial to your portfolios can decrease your overall portfolio volatility.
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Is Voya Financial's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Voya Financial. If investors know Voya will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Voya Financial listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.38)
Dividend Share
1.2
Earnings Share
5.42
Revenue Per Share
71.548
Quarterly Revenue Growth
0.17
The market value of Voya Financial is measured differently than its book value, which is the value of Voya that is recorded on the company's balance sheet. Investors also form their own opinion of Voya Financial's value that differs from its market value or its book value, called intrinsic value, which is Voya Financial's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Voya Financial's market value can be influenced by many factors that don't directly affect Voya Financial's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Voya Financial's value and its price as these two are different measures arrived at by different means. Investors typically determine if Voya Financial is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Voya Financial's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.