Westag Getalit Preferred Stock Forecast - Simple Regression
| WUG3 Preferred Stock | 24.20 0.20 0.83% |
The Simple Regression forecasted value of Westag Getalit AG on the next trading day is expected to be 23.26 with a mean absolute deviation of 0.70 and the sum of the absolute errors of 42.69. Westag Preferred Stock Forecast is based on your current time horizon.
Westag |
Westag Getalit Simple Regression Price Forecast For the 19th of December
Given 90 days horizon, the Simple Regression forecasted value of Westag Getalit AG on the next trading day is expected to be 23.26 with a mean absolute deviation of 0.70, mean absolute percentage error of 0.78, and the sum of the absolute errors of 42.69.Please note that although there have been many attempts to predict Westag Preferred 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 Westag Getalit's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Westag Getalit Preferred Stock Forecast Pattern
| Backtest Westag Getalit | Westag Getalit Price Prediction | Buy or Sell Advice |
Westag Getalit Forecasted Value
In the context of forecasting Westag Getalit's Preferred 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. Westag Getalit's downside and upside margins for the forecasting period are 20.93 and 25.59, respectively. We have considered Westag Getalit'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 Regression forecasting method's relative quality and the estimations of the prediction error of Westag Getalit preferred stock data series using in forecasting. Note that when a statistical model is used to represent Westag Getalit preferred 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 | 117.8676 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.6999 |
| MAPE | Mean absolute percentage error | 0.0275 |
| SAE | Sum of the absolute errors | 42.6932 |
Predictive Modules for Westag Getalit
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Westag Getalit AG. Regardless of method or technology, however, to accurately forecast the preferred stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the preferred 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 Westag Getalit
For every potential investor in Westag, whether a beginner or expert, Westag Getalit's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Westag Preferred Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Westag. Basic forecasting techniques help filter out the noise by identifying Westag Getalit's price trends.Westag Getalit 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 Westag Getalit preferred stock to make a market-neutral strategy. Peer analysis of Westag Getalit could also be used in its relative valuation, which is a method of valuing Westag Getalit by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Westag Getalit AG Technical and Predictive Analytics
The preferred stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Westag Getalit'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 Westag Getalit's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Westag Getalit Market Strength Events
Market strength indicators help investors to evaluate how Westag Getalit preferred stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Westag Getalit shares will generate the highest return on investment. By undertsting and applying Westag Getalit preferred stock market strength indicators, traders can identify Westag Getalit AG entry and exit signals to maximize returns.
Westag Getalit Risk Indicators
The analysis of Westag Getalit'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 Westag Getalit's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting westag preferred 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 | 0.7708 | |||
| Standard Deviation | 2.29 | |||
| Variance | 5.27 |
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
Additional Tools for Westag Preferred Stock Analysis
When running Westag Getalit's price analysis, check to measure Westag Getalit'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 Westag Getalit is operating at the current time. Most of Westag Getalit's value examination focuses on studying past and present price action to predict the probability of Westag Getalit's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Westag Getalit's price. Additionally, you may evaluate how the addition of Westag Getalit to your portfolios can decrease your overall portfolio volatility.