Maschinenfabrik Berthold Stock Forecast - Triple Exponential Smoothing

MBH3 Stock  EUR 159.00  3.00  1.85%   
The Triple Exponential Smoothing forecasted value of Maschinenfabrik Berthold Hermle on the next trading day is expected to be 157.90 with a mean absolute deviation of 2.43 and the sum of the absolute errors of 143.28. Maschinenfabrik Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Maschinenfabrik Berthold's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Maschinenfabrik Berthold - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Maschinenfabrik Berthold prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Maschinenfabrik Berthold price movement. However, neither of these exponential smoothing models address any seasonality of Maschinenfabrik Berthold.

Maschinenfabrik Berthold Triple Exponential Smoothing Price Forecast For the 1st of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Maschinenfabrik Berthold Hermle on the next trading day is expected to be 157.90 with a mean absolute deviation of 2.43, mean absolute percentage error of 9.38, and the sum of the absolute errors of 143.28.
Please note that although there have been many attempts to predict Maschinenfabrik 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 Maschinenfabrik Berthold's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Maschinenfabrik Berthold Stock Forecast Pattern

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Maschinenfabrik Berthold Forecasted Value

In the context of forecasting Maschinenfabrik Berthold'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. Maschinenfabrik Berthold's downside and upside margins for the forecasting period are 156.28 and 159.52, respectively. We have considered Maschinenfabrik Berthold'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.
Market Value
159.00
156.28
Downside
157.90
Expected Value
159.52
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Maschinenfabrik Berthold stock data series using in forecasting. Note that when a statistical model is used to represent Maschinenfabrik Berthold 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 0.4619
MADMean absolute deviation2.4284
MAPEMean absolute percentage error0.0131
SAESum of the absolute errors143.278
As with simple exponential smoothing, in triple exponential smoothing models past Maschinenfabrik Berthold observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Maschinenfabrik Berthold Hermle observations.

Predictive Modules for Maschinenfabrik Berthold

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Maschinenfabrik Berthold. 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.
Hype
Prediction
LowEstimatedHigh
157.38159.00160.62
Details
Intrinsic
Valuation
LowRealHigh
156.01157.63159.26
Details
Bollinger
Band Projection (param)
LowMiddleHigh
155.70165.05174.40
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Maschinenfabrik Berthold. Your research has to be compared to or analyzed against Maschinenfabrik Berthold's peers to derive any actionable benefits. When done correctly, Maschinenfabrik Berthold's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Maschinenfabrik Berthold.

Other Forecasting Options for Maschinenfabrik Berthold

For every potential investor in Maschinenfabrik, whether a beginner or expert, Maschinenfabrik Berthold's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Maschinenfabrik Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Maschinenfabrik. Basic forecasting techniques help filter out the noise by identifying Maschinenfabrik Berthold's price trends.

Maschinenfabrik Berthold 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 Maschinenfabrik Berthold stock to make a market-neutral strategy. Peer analysis of Maschinenfabrik Berthold could also be used in its relative valuation, which is a method of valuing Maschinenfabrik Berthold by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Maschinenfabrik Berthold 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 Maschinenfabrik Berthold'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 Maschinenfabrik Berthold's current price.

Maschinenfabrik Berthold Market Strength Events

Market strength indicators help investors to evaluate how Maschinenfabrik Berthold stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Maschinenfabrik Berthold shares will generate the highest return on investment. By undertsting and applying Maschinenfabrik Berthold stock market strength indicators, traders can identify Maschinenfabrik Berthold Hermle entry and exit signals to maximize returns.

Maschinenfabrik Berthold Risk Indicators

The analysis of Maschinenfabrik Berthold'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 Maschinenfabrik Berthold's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting maschinenfabrik 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.
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 Maschinenfabrik Stock

Maschinenfabrik Berthold financial ratios help investors to determine whether Maschinenfabrik 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 Maschinenfabrik with respect to the benefits of owning Maschinenfabrik Berthold security.