POSBO UNSPADRS/20YC1 Stock Forecast - Naive Prediction
| 3YB0 Stock | EUR 10.90 0.10 0.93% |
The Naive Prediction forecasted value of POSBO UNSPADRS20YC1 on the next trading day is expected to be 10.60 with a mean absolute deviation of 0.14 and the sum of the absolute errors of 8.72. POSBO Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of POSBO UNSPADRS/20YC1's historical fundamentals, such as revenue growth or operating cash flow patterns.
POSBO |
POSBO UNSPADRS/20YC1 Naive Prediction Price Forecast For the 20th of January
Given 90 days horizon, the Naive Prediction forecasted value of POSBO UNSPADRS20YC1 on the next trading day is expected to be 10.60 with a mean absolute deviation of 0.14, mean absolute percentage error of 0.03, and the sum of the absolute errors of 8.72.Please note that although there have been many attempts to predict POSBO 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 POSBO UNSPADRS/20YC1's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
POSBO UNSPADRS/20YC1 Stock Forecast Pattern
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POSBO UNSPADRS/20YC1 Forecasted Value
In the context of forecasting POSBO UNSPADRS/20YC1'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. POSBO UNSPADRS/20YC1's downside and upside margins for the forecasting period are 9.08 and 12.13, respectively. We have considered POSBO UNSPADRS/20YC1'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of POSBO UNSPADRS/20YC1 stock data series using in forecasting. Note that when a statistical model is used to represent POSBO UNSPADRS/20YC1 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 | 114.484 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1429 |
| MAPE | Mean absolute percentage error | 0.0139 |
| SAE | Sum of the absolute errors | 8.7166 |
Predictive Modules for POSBO UNSPADRS/20YC1
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as POSBO UNSPADRS/20YC1. 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 POSBO UNSPADRS/20YC1
For every potential investor in POSBO, whether a beginner or expert, POSBO UNSPADRS/20YC1's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. POSBO Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in POSBO. Basic forecasting techniques help filter out the noise by identifying POSBO UNSPADRS/20YC1's price trends.POSBO UNSPADRS/20YC1 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 POSBO UNSPADRS/20YC1 stock to make a market-neutral strategy. Peer analysis of POSBO UNSPADRS/20YC1 could also be used in its relative valuation, which is a method of valuing POSBO UNSPADRS/20YC1 by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
POSBO UNSPADRS/20YC1 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 POSBO UNSPADRS/20YC1'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 POSBO UNSPADRS/20YC1's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
POSBO UNSPADRS/20YC1 Market Strength Events
Market strength indicators help investors to evaluate how POSBO UNSPADRS/20YC1 stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading POSBO UNSPADRS/20YC1 shares will generate the highest return on investment. By undertsting and applying POSBO UNSPADRS/20YC1 stock market strength indicators, traders can identify POSBO UNSPADRS20YC1 entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 10.9 | |||
| Day Typical Price | 10.9 | |||
| Price Action Indicator | 0.05 | |||
| Period Momentum Indicator | 0.1 |
POSBO UNSPADRS/20YC1 Risk Indicators
The analysis of POSBO UNSPADRS/20YC1'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 POSBO UNSPADRS/20YC1's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting posbo 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 | 1.15 | |||
| Semi Deviation | 1.18 | |||
| Standard Deviation | 1.56 | |||
| Variance | 2.42 | |||
| Downside Variance | 2.91 | |||
| Semi Variance | 1.39 | |||
| Expected Short fall | (1.68) |
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 POSBO Stock
POSBO UNSPADRS/20YC1 financial ratios help investors to determine whether POSBO 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 POSBO with respect to the benefits of owning POSBO UNSPADRS/20YC1 security.