Delta Air Stock Forecast - Simple Regression

DAL Stock  MXN 1,214  25.89  2.09%   
The Simple Regression forecasted value of Delta Air Lines on the next trading day is expected to be 1,311 with a mean absolute deviation of 41.49 and the sum of the absolute errors of 2,531. Delta Stock Forecast is based on your current time horizon.
At this time the value of rsi of Delta Air'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 Delta Air's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Delta Air Lines, which may create opportunities for some arbitrage if properly timed.
Using Delta Air hype-based prediction, you can estimate the value of Delta Air Lines from the perspective of Delta Air response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Delta Air Lines on the next trading day is expected to be 1,311 with a mean absolute deviation of 41.49 and the sum of the absolute errors of 2,531.

Delta Air after-hype prediction price

    
  MXN 1214.11  
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 stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Delta Air to cross-verify your projections.

Delta Air Additional Predictive Modules

Most predictive techniques to examine Delta price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Delta using various technical indicators. When you analyze Delta 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.
Simple Regression model is a single variable regression model that attempts to put a straight line through Delta Air 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.

Delta Air Simple Regression Price Forecast For the 25th of January

Given 90 days horizon, the Simple Regression forecasted value of Delta Air Lines on the next trading day is expected to be 1,311 with a mean absolute deviation of 41.49, mean absolute percentage error of 2,416, and the sum of the absolute errors of 2,531.
Please note that although there have been many attempts to predict Delta 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 Delta Air's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Delta Air Stock Forecast Pattern

Backtest Delta AirDelta Air Price PredictionBuy or Sell Advice 

Delta Air Forecasted Value

In the context of forecasting Delta Air'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. Delta Air's downside and upside margins for the forecasting period are 1,309 and 1,313, respectively. We have considered Delta Air'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
1,214
1,311
Expected Value
1,313
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 Delta Air stock data series using in forecasting. Note that when a statistical model is used to represent Delta Air 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 Criteria125.9002
BiasArithmetic mean of the errors None
MADMean absolute deviation41.489
MAPEMean absolute percentage error0.035
SAESum of the absolute errors2530.831
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 Delta Air Lines 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 Delta Air

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Delta Air Lines. 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
1,2121,2141,216
Details
Intrinsic
Valuation
LowRealHigh
1,1871,1891,336
Details
Bollinger
Band Projection (param)
LowMiddleHigh
1,1961,2531,309
Details

Delta Air After-Hype Price Prediction Density Analysis

As far as predicting the price of Delta Air at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Delta Air or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Delta Air, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Delta Air Estimiated After-Hype Price Volatility

In the context of predicting Delta Air's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Delta Air's historical news coverage. Delta Air's after-hype downside and upside margins for the prediction period are 1,212 and 1,216, respectively. We have considered Delta Air's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
1,214
1,214
After-hype Price
1,216
Upside
Delta Air is very steady at this time. Analysis and calculation of next after-hype price of Delta Air Lines is based on 3 months time horizon.

Delta Air Stock Price Prediction Analysis

Have you ever been surprised when a price of a Company such as Delta Air is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Delta Air backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Delta Air, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.17 
2.18
 0.00  
 0.00  
0 Events / Month
0 Events / Month
In a few days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
1,214
1,214
0.00 
0.00  
Notes

Delta Air Hype Timeline

Delta Air Lines is currently traded for 1,214on Mexican Exchange of Mexico. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Delta is expected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is expected to be very small, whereas the daily expected return is currently at 0.17%. %. The volatility of related hype on Delta Air is about 0.0%, with the expected price after the next announcement by competition of 1,214. About 68.0% of the company shares are held by institutions such as insurance companies. The book value of Delta Air was currently reported as 10.31. The company has Price/Earnings (P/E) ratio of 112.86. Delta Air Lines recorded earning per share (EPS) of 37.34. The entity last dividend was issued on the 19th of February 2020. Assuming the 90 days trading horizon the next expected press release will be in a few days.
Check out Historical Fundamental Analysis of Delta Air to cross-verify your projections.

Delta Air Related Hype Analysis

Having access to credible news sources related to Delta Air's direct competition is more important than ever and may enhance your ability to predict Delta Air's future price movements. Getting to know how Delta Air's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Delta Air may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Delta Air

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

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

Delta Air Market Strength Events

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

Delta Air Risk Indicators

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

Story Coverage note for Delta Air

The number of cover stories for Delta Air depends on current market conditions and Delta Air's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Delta Air is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Delta Air's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Additional Tools for Delta Stock Analysis

When running Delta Air's price analysis, check to measure Delta Air'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 Delta Air is operating at the current time. Most of Delta Air's value examination focuses on studying past and present price action to predict the probability of Delta Air's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Delta Air's price. Additionally, you may evaluate how the addition of Delta Air to your portfolios can decrease your overall portfolio volatility.