Celyad SA Stock Forecast - Triple Exponential Smoothing

Triple exponential smoothing for Celyad SA - 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 Celyad SA 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 Celyad SA price movement. However, neither of these exponential smoothing models address any seasonality of Celyad SA.

Celyad SA Triple Exponential Smoothing Price Forecast For the 20th of April

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Celyad SA on the next trading day is expected to be 0.53 with a mean absolute deviation of 0.06, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.55.

Celyad SA Stock Forecast Pattern

Backtest Celyad SA

Celyad SA Price Prediction

Buy or Sell Advice

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 Celyad SA stock data series using in forecasting. Note that when a statistical model is used to represent Celyad SA 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. As with simple exponential smoothing, in triple exponential smoothing models past Celyad SA 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 Celyad SA observations.

Predictive Modules for Celyad SA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Celyad SA. 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 Low Estimated High 0.52 0.52 0.52 Details

Intrinsic Valuation Low Real High 0.41 0.41 0.57 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as Celyad SA. Your research has to be compared to or analyzed against Celyad SA's peers to derive any actionable benefits. When done correctly, Celyad SA'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 Celyad SA.

Celyad SA Related Equities

Risk & Return

Correlation

Celyad SA Market Strength Events

Celyad SA Risk Indicators

Pair Trading with Celyad SA

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Celyad SA position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Celyad SA will appreciate offsetting losses from the drop in the long position's value.

Other Consideration for investing in Celyad Stock