Autoneum Holding Stock Forecast - Triple Exponential Smoothing

AUTN Stock  CHF 101.00  1.20  1.17%   
The Triple Exponential Smoothing forecasted value of Autoneum Holding AG on the next trading day is expected to be 100.74 with a mean absolute deviation of 1.56 and the sum of the absolute errors of 92.13. Autoneum Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for Autoneum Holding - 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 Autoneum Holding 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 Autoneum Holding price movement. However, neither of these exponential smoothing models address any seasonality of Autoneum Holding.

Autoneum Holding Triple Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Autoneum Holding AG on the next trading day is expected to be 100.74 with a mean absolute deviation of 1.56, mean absolute percentage error of 4.38, and the sum of the absolute errors of 92.13.
Please note that although there have been many attempts to predict Autoneum 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 Autoneum Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Autoneum Holding Stock Forecast Pattern

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Autoneum Holding Forecasted Value

In the context of forecasting Autoneum Holding'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. Autoneum Holding's downside and upside margins for the forecasting period are 98.99 and 102.49, respectively. We have considered Autoneum Holding'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
101.00
100.74
Expected Value
102.49
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 Autoneum Holding stock data series using in forecasting. Note that when a statistical model is used to represent Autoneum Holding 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 -0.1603
MADMean absolute deviation1.5615
MAPEMean absolute percentage error0.0137
SAESum of the absolute errors92.1302
As with simple exponential smoothing, in triple exponential smoothing models past Autoneum Holding 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 Autoneum Holding AG observations.

Predictive Modules for Autoneum Holding

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Autoneum Holding. 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
100.45102.20103.95
Details
Intrinsic
Valuation
LowRealHigh
74.9076.65112.42
Details

Other Forecasting Options for Autoneum Holding

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

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

Autoneum Holding 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 Autoneum Holding'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 Autoneum Holding's current price.

Autoneum Holding Market Strength Events

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

Autoneum Holding Risk Indicators

The analysis of Autoneum Holding'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 Autoneum Holding's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting autoneum 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for Autoneum Stock Analysis

When running Autoneum Holding's price analysis, check to measure Autoneum Holding'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 Autoneum Holding is operating at the current time. Most of Autoneum Holding's value examination focuses on studying past and present price action to predict the probability of Autoneum Holding's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Autoneum Holding's price. Additionally, you may evaluate how the addition of Autoneum Holding to your portfolios can decrease your overall portfolio volatility.