Discover Financial Stock Forecast - Naive Prediction

DC7 Stock  EUR 161.96  0.70  0.43%   
The Naive Prediction forecasted value of Discover Financial Services on the next trading day is expected to be 165.55 with a mean absolute deviation of 3.35 and the sum of the absolute errors of 204.36. Discover Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Discover Financial's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Discover Financial is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Discover Financial Services value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Discover Financial Naive Prediction Price Forecast For the 24th of December

Given 90 days horizon, the Naive Prediction forecasted value of Discover Financial Services on the next trading day is expected to be 165.55 with a mean absolute deviation of 3.35, mean absolute percentage error of 23.03, and the sum of the absolute errors of 204.36.
Please note that although there have been many attempts to predict Discover 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 Discover Financial's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Discover Financial Stock Forecast Pattern

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Discover Financial Forecasted Value

In the context of forecasting Discover 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. Discover Financial's downside and upside margins for the forecasting period are 162.69 and 168.42, respectively. We have considered Discover 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
161.96
162.69
Downside
165.55
Expected Value
168.42
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Discover Financial stock data series using in forecasting. Note that when a statistical model is used to represent Discover 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 Criteria121.2472
BiasArithmetic mean of the errors None
MADMean absolute deviation3.3501
MAPEMean absolute percentage error0.0224
SAESum of the absolute errors204.3567
This model is not at all useful as a medium-long range forecasting tool of Discover Financial Services. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Discover Financial. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Discover 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 Discover 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.
Hype
Prediction
LowEstimatedHigh
159.09161.96164.83
Details
Intrinsic
Valuation
LowRealHigh
145.76182.83185.70
Details

Other Forecasting Options for Discover Financial

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

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

Discover 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 Discover 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 Discover Financial's current price.

Discover Financial Market Strength Events

Market strength indicators help investors to evaluate how Discover 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 Discover Financial shares will generate the highest return on investment. By undertsting and applying Discover Financial stock market strength indicators, traders can identify Discover Financial Services entry and exit signals to maximize returns.

Discover Financial Risk Indicators

The analysis of Discover 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 Discover Financial's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting discover 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 Discover Stock

When determining whether Discover Financial is a strong investment it is important to analyze Discover Financial's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Discover Financial's future performance. For an informed investment choice regarding Discover Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Discover Financial to cross-verify your projections.
You can also try the Top Crypto Exchanges module to search and analyze digital assets across top global cryptocurrency exchanges.
Please note, there is a significant difference between Discover Financial's value and its price as these two are different measures arrived at by different means. Investors typically determine if Discover Financial is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Discover 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.