Discover Financial Stock Forecast - Naive Prediction

DFSDelisted Stock  USD 200.05  0.50  0.25%   
The Naive Prediction forecasted value of Discover Financial Services on the next trading day is expected to be 198.32 with a mean absolute deviation of 5.65 and the sum of the absolute errors of 344.35. Discover Stock Forecast is based on your current time horizon.
At this time the value of rsi of Discover Financial's share price is below 20 suggesting that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Discover Financial's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Discover Financial and does not consider all of the tangible or intangible factors available from Discover Financial's fundamental data. We analyze noise-free headlines and recent hype associated with Discover Financial Services, which may create opportunities for some arbitrage if properly timed.
Using Discover Financial hype-based prediction, you can estimate the value of Discover Financial Services from the perspective of Discover Financial response to recently generated media hype and the effects of current headlines on its competitors.
The Naive Prediction forecasted value of Discover Financial Services on the next trading day is expected to be 198.32 with a mean absolute deviation of 5.65 and the sum of the absolute errors of 344.35.

Discover Financial after-hype prediction price

    
  USD 200.05  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as delisted stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Investing Opportunities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in price.

Discover Financial Additional Predictive Modules

Most predictive techniques to examine Discover price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Discover using various technical indicators. When you analyze Discover charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
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 19th of January

Given 90 days horizon, the Naive Prediction forecasted value of Discover Financial Services on the next trading day is expected to be 198.32 with a mean absolute deviation of 5.65, mean absolute percentage error of 48.69, and the sum of the absolute errors of 344.35.
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

Backtest Discover FinancialDiscover Financial Price PredictionBuy or Sell Advice 

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 Criteria121.9961
BiasArithmetic mean of the errors None
MADMean absolute deviation5.6451
MAPEMean absolute percentage error0.0331
SAESum of the absolute errors344.3508
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
200.05200.05200.05
Details
Intrinsic
Valuation
LowRealHigh
159.63159.63220.06
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Discover Financial. Your research has to be compared to or analyzed against Discover Financial's peers to derive any actionable benefits. When done correctly, Discover 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 Discover Financial.

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 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
Explore Investing Ideas  
Check out Investing Opportunities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in price.
You can also try the Price Exposure Probability module to analyze equity upside and downside potential for a given time horizon across multiple markets.

Other Consideration for investing in Discover Stock

If you are still planning to invest in Discover Financial check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Discover Financial's history and understand the potential risks before investing.
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