Msg Life Stock Forecast - Naive Prediction
| MSGL Stock | EUR 3.50 0.02 0.57% |
The Naive Prediction forecasted value of msg life ag on the next trading day is expected to be 3.49 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.10. Msg Stock Forecast is based on your current time horizon.
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Msg Life Naive Prediction Price Forecast For the 18th of November 2025
Given 90 days horizon, the Naive Prediction forecasted value of msg life ag on the next trading day is expected to be 3.49 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0005, and the sum of the absolute errors of 1.10.Please note that although there have been many attempts to predict Msg 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 Msg Life's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Msg Life Stock Forecast Pattern
| Backtest Msg Life | Msg Life Price Prediction | Buy or Sell Advice |
Msg Life Forecasted Value
In the context of forecasting Msg Life'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. Msg Life's downside and upside margins for the forecasting period are 2.69 and 4.28, respectively. We have considered Msg Life'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 Msg Life stock data series using in forecasting. Note that when a statistical model is used to represent Msg Life 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 | 110.5605 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0181 |
| MAPE | Mean absolute percentage error | 0.0051 |
| SAE | Sum of the absolute errors | 1.1025 |
Predictive Modules for Msg Life
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as msg life 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 Msg Life
For every potential investor in Msg, whether a beginner or expert, Msg Life's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Msg Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Msg. Basic forecasting techniques help filter out the noise by identifying Msg Life's price trends.Msg Life 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 Msg Life stock to make a market-neutral strategy. Peer analysis of Msg Life could also be used in its relative valuation, which is a method of valuing Msg Life by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
msg life 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 Msg Life'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 Msg Life's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Msg Life Market Strength Events
Market strength indicators help investors to evaluate how Msg Life stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Msg Life shares will generate the highest return on investment. By undertsting and applying Msg Life stock market strength indicators, traders can identify msg life ag entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 3.5 | |||
| Day Typical Price | 3.5 | |||
| Price Action Indicator | 0.01 | |||
| Period Momentum Indicator | 0.02 |
Msg Life Risk Indicators
The analysis of Msg Life'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 Msg Life's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting msg 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 | 0.5429 | |||
| Semi Deviation | 0.6473 | |||
| Standard Deviation | 0.9002 | |||
| Variance | 0.8103 | |||
| Downside Variance | 1.47 | |||
| Semi Variance | 0.419 | |||
| Expected Short fall | (1.15) |
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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Msg Life financial ratios help investors to determine whether Msg 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 Msg with respect to the benefits of owning Msg Life security.