KeyCorp Stock Forecast - Polynomial Regression

KEY Stock  EUR 16.02  0.17  1.05%   
The Polynomial Regression forecasted value of KeyCorp on the next trading day is expected to be 15.56 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 18.59. KeyCorp Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of KeyCorp's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
KeyCorp polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for KeyCorp as well as the accuracy indicators are determined from the period prices.

KeyCorp Polynomial Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of KeyCorp on the next trading day is expected to be 15.56 with a mean absolute deviation of 0.30, mean absolute percentage error of 0.17, and the sum of the absolute errors of 18.59.
Please note that although there have been many attempts to predict KeyCorp 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 KeyCorp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

KeyCorp Stock Forecast Pattern

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KeyCorp Forecasted Value

In the context of forecasting KeyCorp'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. KeyCorp's downside and upside margins for the forecasting period are 13.57 and 17.55, respectively. We have considered KeyCorp'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
16.02
15.56
Expected Value
17.55
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 KeyCorp stock data series using in forecasting. Note that when a statistical model is used to represent KeyCorp 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 Criteria116.3181
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3048
MAPEMean absolute percentage error0.0187
SAESum of the absolute errors18.5941
A single variable polynomial regression model attempts to put a curve through the KeyCorp 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 KeyCorp

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KeyCorp. 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.
Hype
Prediction
LowEstimatedHigh
14.0316.0218.01
Details
Intrinsic
Valuation
LowRealHigh
14.2316.2218.21
Details

Other Forecasting Options for KeyCorp

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

KeyCorp 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 KeyCorp stock to make a market-neutral strategy. Peer analysis of KeyCorp could also be used in its relative valuation, which is a method of valuing KeyCorp by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

KeyCorp 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 KeyCorp'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 KeyCorp's current price.

KeyCorp Market Strength Events

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

KeyCorp Risk Indicators

The analysis of KeyCorp'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 KeyCorp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting keycorp 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.

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Additional Information and Resources on Investing in KeyCorp Stock

When determining whether KeyCorp offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of KeyCorp'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 Keycorp Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Keycorp Stock:
Check out Historical Fundamental Analysis of KeyCorp to cross-verify your projections.
For more detail on how to invest in KeyCorp Stock please use our How to Invest in KeyCorp guide.
You can also try the Premium Stories module to follow Macroaxis premium stories from verified contributors across different equity types, categories and coverage scope.
Please note, there is a significant difference between KeyCorp's value and its price as these two are different measures arrived at by different means. Investors typically determine if KeyCorp is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, KeyCorp'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.