UBM Development Stock Forecast - 20 Period Moving Average
| UBS Stock | EUR 17.65 0.55 3.02% |
The 20 Period Moving Average forecasted value of UBM Development AG on the next trading day is expected to be 18.59 with a mean absolute deviation of 0.62 and the sum of the absolute errors of 25.32. UBM Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of UBM Development's historical fundamentals, such as revenue growth or operating cash flow patterns.
UBM |
UBM Development 20 Period Moving Average Price Forecast For the 23rd of November
Given 90 days horizon, the 20 Period Moving Average forecasted value of UBM Development AG on the next trading day is expected to be 18.59 with a mean absolute deviation of 0.62, mean absolute percentage error of 0.48, and the sum of the absolute errors of 25.32.Please note that although there have been many attempts to predict UBM 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 UBM Development's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
UBM Development Stock Forecast Pattern
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UBM Development Forecasted Value
In the context of forecasting UBM Development'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. UBM Development's downside and upside margins for the forecasting period are 17.12 and 20.06, respectively. We have considered UBM Development'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 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of UBM Development stock data series using in forecasting. Note that when a statistical model is used to represent UBM Development 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 | 80.6233 |
| Bias | Arithmetic mean of the errors | 0.612 |
| MAD | Mean absolute deviation | 0.6176 |
| MAPE | Mean absolute percentage error | 0.0326 |
| SAE | Sum of the absolute errors | 25.3225 |
Predictive Modules for UBM Development
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as UBM Development AG. 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.Other Forecasting Options for UBM Development
For every potential investor in UBM, whether a beginner or expert, UBM Development's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. UBM Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in UBM. Basic forecasting techniques help filter out the noise by identifying UBM Development's price trends.UBM Development 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 UBM Development stock to make a market-neutral strategy. Peer analysis of UBM Development could also be used in its relative valuation, which is a method of valuing UBM Development by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
UBM Development AG 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 UBM Development'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 UBM Development's current price.| Cycle Indicators | ||
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| Volume Indicators |
UBM Development Market Strength Events
Market strength indicators help investors to evaluate how UBM Development stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading UBM Development shares will generate the highest return on investment. By undertsting and applying UBM Development stock market strength indicators, traders can identify UBM Development AG entry and exit signals to maximize returns.
UBM Development Risk Indicators
The analysis of UBM Development'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 UBM Development's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ubm 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 | 1.18 | |||
| Standard Deviation | 1.48 | |||
| Variance | 2.2 |
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.
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Other Information on Investing in UBM Stock
UBM Development financial ratios help investors to determine whether UBM Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in UBM with respect to the benefits of owning UBM Development security.