AGRICULTBK HADR/25 Stock Forecast - Double Exponential Smoothing

EK7A Stock  EUR 11.30  0.20  1.74%   
The Double Exponential Smoothing forecasted value of AGRICULTBK HADR25 YC on the next trading day is expected to be 11.31 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 11.03. AGRICULTBK Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of AGRICULTBK HADR/25's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for AGRICULTBK HADR/25 works best with periods where there are trends or seasonality.

AGRICULTBK HADR/25 Double Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of AGRICULTBK HADR25 YC on the next trading day is expected to be 11.31 with a mean absolute deviation of 0.18, mean absolute percentage error of 0.06, and the sum of the absolute errors of 11.03.
Please note that although there have been many attempts to predict AGRICULTBK 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 AGRICULTBK HADR/25's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

AGRICULTBK HADR/25 Stock Forecast Pattern

Backtest AGRICULTBK HADR/25AGRICULTBK HADR/25 Price PredictionBuy or Sell Advice 

AGRICULTBK HADR/25 Forecasted Value

In the context of forecasting AGRICULTBK HADR/25'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. AGRICULTBK HADR/25's downside and upside margins for the forecasting period are 8.98 and 13.64, respectively. We have considered AGRICULTBK HADR/25'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
11.30
11.31
Expected Value
13.64
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of AGRICULTBK HADR/25 stock data series using in forecasting. Note that when a statistical model is used to represent AGRICULTBK HADR/25 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 0.048
MADMean absolute deviation0.1838
MAPEMean absolute percentage error0.0173
SAESum of the absolute errors11.0279
When AGRICULTBK HADR25 YC 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 AGRICULTBK HADR25 YC trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent AGRICULTBK HADR/25 observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for AGRICULTBK HADR/25

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AGRICULTBK HADR/25. 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
8.9511.3013.65
Details
Intrinsic
Valuation
LowRealHigh
8.5410.8913.24
Details
Bollinger
Band Projection (param)
LowMiddleHigh
10.9211.3011.67
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as AGRICULTBK HADR/25. Your research has to be compared to or analyzed against AGRICULTBK HADR/25's peers to derive any actionable benefits. When done correctly, AGRICULTBK HADR/25'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 AGRICULTBK HADR/25.

Other Forecasting Options for AGRICULTBK HADR/25

For every potential investor in AGRICULTBK, whether a beginner or expert, AGRICULTBK HADR/25's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. AGRICULTBK Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in AGRICULTBK. Basic forecasting techniques help filter out the noise by identifying AGRICULTBK HADR/25's price trends.

AGRICULTBK HADR/25 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 AGRICULTBK HADR/25 stock to make a market-neutral strategy. Peer analysis of AGRICULTBK HADR/25 could also be used in its relative valuation, which is a method of valuing AGRICULTBK HADR/25 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

AGRICULTBK HADR/25 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 AGRICULTBK HADR/25'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 AGRICULTBK HADR/25's current price.

AGRICULTBK HADR/25 Market Strength Events

Market strength indicators help investors to evaluate how AGRICULTBK HADR/25 stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading AGRICULTBK HADR/25 shares will generate the highest return on investment. By undertsting and applying AGRICULTBK HADR/25 stock market strength indicators, traders can identify AGRICULTBK HADR25 YC entry and exit signals to maximize returns.

AGRICULTBK HADR/25 Risk Indicators

The analysis of AGRICULTBK HADR/25'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 AGRICULTBK HADR/25's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting agricultbk 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 AGRICULTBK Stock

AGRICULTBK HADR/25 financial ratios help investors to determine whether AGRICULTBK 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 AGRICULTBK with respect to the benefits of owning AGRICULTBK HADR/25 security.