Deutsche Lufthansa OTC Stock Forecast - Simple Exponential Smoothing
| DLAKY Stock | USD 6.67 0.19 2.93% |
The Simple Exponential Smoothing forecasted value of Deutsche Lufthansa AG on the next trading day is expected to be 6.67 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.31. Deutsche OTC Stock Forecast is based on your current time horizon.
Deutsche |
Deutsche Lufthansa Simple Exponential Smoothing Price Forecast For the 30th of November
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Deutsche Lufthansa AG on the next trading day is expected to be 6.67 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.31.Please note that although there have been many attempts to predict Deutsche OTC 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 Deutsche Lufthansa's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Deutsche Lufthansa OTC Stock Forecast Pattern
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Deutsche Lufthansa Forecasted Value
In the context of forecasting Deutsche Lufthansa's OTC 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. Deutsche Lufthansa's downside and upside margins for the forecasting period are 4.72 and 8.62, respectively. We have considered Deutsche Lufthansa'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Deutsche Lufthansa otc stock data series using in forecasting. Note that when a statistical model is used to represent Deutsche Lufthansa otc 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.| AIC | Akaike Information Criteria | 112.2946 |
| Bias | Arithmetic mean of the errors | -0.0012 |
| MAD | Mean absolute deviation | 0.1052 |
| MAPE | Mean absolute percentage error | 0.0153 |
| SAE | Sum of the absolute errors | 6.31 |
Predictive Modules for Deutsche Lufthansa
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Deutsche Lufthansa. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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.Other Forecasting Options for Deutsche Lufthansa
For every potential investor in Deutsche, whether a beginner or expert, Deutsche Lufthansa's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Deutsche OTC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Deutsche. Basic forecasting techniques help filter out the noise by identifying Deutsche Lufthansa's price trends.Deutsche Lufthansa 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 Deutsche Lufthansa otc stock to make a market-neutral strategy. Peer analysis of Deutsche Lufthansa could also be used in its relative valuation, which is a method of valuing Deutsche Lufthansa by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Deutsche Lufthansa Technical and Predictive Analytics
The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Deutsche Lufthansa'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 Deutsche Lufthansa's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Deutsche Lufthansa Market Strength Events
Market strength indicators help investors to evaluate how Deutsche Lufthansa otc stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Deutsche Lufthansa shares will generate the highest return on investment. By undertsting and applying Deutsche Lufthansa otc stock market strength indicators, traders can identify Deutsche Lufthansa AG entry and exit signals to maximize returns.
| Accumulation Distribution | 93.7 | |||
| Daily Balance Of Power | 2.714286 | |||
| Rate Of Daily Change | 1.03 | |||
| Day Median Price | 6.64 | |||
| Day Typical Price | 6.65 | |||
| Price Action Indicator | 0.13 | |||
| Period Momentum Indicator | 0.19 |
Deutsche Lufthansa Risk Indicators
The analysis of Deutsche Lufthansa'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 Deutsche Lufthansa's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting deutsche otc 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.
| Mean Deviation | 1.47 | |||
| Standard Deviation | 1.94 | |||
| Variance | 3.77 |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Additional Tools for Deutsche OTC Stock Analysis
When running Deutsche Lufthansa's price analysis, check to measure Deutsche Lufthansa'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 Deutsche Lufthansa is operating at the current time. Most of Deutsche Lufthansa's value examination focuses on studying past and present price action to predict the probability of Deutsche Lufthansa's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Deutsche Lufthansa's price. Additionally, you may evaluate how the addition of Deutsche Lufthansa to your portfolios can decrease your overall portfolio volatility.