Discover Financial Stock Forecast - Simple Regression

DFS Stock  USD 179.29  4.38  2.50%   
The Simple Regression forecasted value of Discover Financial Services on the next trading day is expected to be 172.34 with a mean absolute deviation of 5.90 and the sum of the absolute errors of 360.03. Discover Stock Forecast is based on your current time horizon.
  
At this time, Discover Financial's Receivables Turnover is comparatively stable compared to the past year. Fixed Asset Turnover is likely to gain to 9.57 in 2024, whereas Inventory Turnover is likely to drop (0.0006) in 2024. . Common Stock Shares Outstanding is likely to gain to about 341.1 M in 2024. Net Income Applicable To Common Shares is likely to gain to about 5.2 B in 2024.
Simple Regression model is a single variable regression model that attempts to put a straight line through Discover Financial price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Discover Financial Simple Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Simple Regression forecasted value of Discover Financial Services on the next trading day is expected to be 172.34 with a mean absolute deviation of 5.90, mean absolute percentage error of 52.62, and the sum of the absolute errors of 360.03.
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 169.06 and 175.61, 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
179.29
169.06
Downside
172.34
Expected Value
175.61
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression 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 Criteria122.0736
BiasArithmetic mean of the errors None
MADMean absolute deviation5.9021
MAPEMean absolute percentage error0.039
SAESum of the absolute errors360.0261
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Discover Financial Services historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

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
171.65174.91178.17
Details
Intrinsic
Valuation
LowRealHigh
135.30138.56192.40
Details
Bollinger
Band Projection (param)
LowMiddleHigh
135.82162.99190.15
Details
16 Analysts
Consensus
LowTargetHigh
92.77101.94113.15
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.

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.

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.
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Additional Tools for Discover Stock Analysis

When running Discover Financial's price analysis, check to measure Discover 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 Discover Financial is operating at the current time. Most of Discover Financial's value examination focuses on studying past and present price action to predict the probability of Discover 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 Discover Financial's price. Additionally, you may evaluate how the addition of Discover Financial to your portfolios can decrease your overall portfolio volatility.