AURUBIS AG Stock Forecast - Naive Prediction

NDA1 Stock  EUR 40.40  0.20  0.50%   
The Naive Prediction forecasted value of AURUBIS AG UNSPADR on the next trading day is expected to be 44.29 with a mean absolute deviation of 0.97 and the sum of the absolute errors of 59.97. AURUBIS Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of AURUBIS AG's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for AURUBIS AG is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of AURUBIS AG UNSPADR value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

AURUBIS AG Naive Prediction Price Forecast For the 13th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of AURUBIS AG UNSPADR on the next trading day is expected to be 44.29 with a mean absolute deviation of 0.97, mean absolute percentage error of 1.51, and the sum of the absolute errors of 59.97.
Please note that although there have been many attempts to predict AURUBIS 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 AURUBIS AG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

AURUBIS AG Stock Forecast Pattern

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AURUBIS AG Forecasted Value

In the context of forecasting AURUBIS AG'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. AURUBIS AG's downside and upside margins for the forecasting period are 41.19 and 47.39, respectively. We have considered AURUBIS AG'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
40.40
44.29
Expected Value
47.39
Upside

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 AURUBIS AG stock data series using in forecasting. Note that when a statistical model is used to represent AURUBIS AG 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 Criteria120.3617
BiasArithmetic mean of the errors None
MADMean absolute deviation0.9673
MAPEMean absolute percentage error0.0274
SAESum of the absolute errors59.9716
This model is not at all useful as a medium-long range forecasting tool of AURUBIS AG UNSPADR. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict AURUBIS AG. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for AURUBIS AG

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AURUBIS AG UNSPADR. 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
37.3040.4043.50
Details
Intrinsic
Valuation
LowRealHigh
34.7037.8040.90
Details
Bollinger
Band Projection (param)
LowMiddleHigh
29.9536.2442.53
Details

Other Forecasting Options for AURUBIS AG

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

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

AURUBIS AG UNSPADR 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 AURUBIS AG'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 AURUBIS AG's current price.

AURUBIS AG Market Strength Events

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

AURUBIS AG Risk Indicators

The analysis of AURUBIS AG'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 AURUBIS AG's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aurubis 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 AURUBIS Stock

AURUBIS AG financial ratios help investors to determine whether AURUBIS 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 AURUBIS with respect to the benefits of owning AURUBIS AG security.