Elco Stock Forecast - Triple Exponential Smoothing

ELCO Stock  ILS 15,060  140.00  0.92%   
The Triple Exponential Smoothing forecasted value of Elco on the next trading day is expected to be 15,159 with a mean absolute deviation of 184.49 and the sum of the absolute errors of 10,885. Elco Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Elco stock prices and determine the direction of Elco's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Elco's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Elco - 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 Elco 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 Elco price movement. However, neither of these exponential smoothing models address any seasonality of Elco.

Elco Triple Exponential Smoothing Price Forecast For the 15th of December 2024

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Elco on the next trading day is expected to be 15,159 with a mean absolute deviation of 184.49, mean absolute percentage error of 61,501, and the sum of the absolute errors of 10,885.
Please note that although there have been many attempts to predict Elco 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 Elco's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Elco Stock Forecast Pattern

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Elco Forecasted Value

In the context of forecasting Elco'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. Elco's downside and upside margins for the forecasting period are 15,157 and 15,161, respectively. We have considered Elco'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
15,060
15,157
Downside
15,159
Expected Value
15,161
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 Elco stock data series using in forecasting. Note that when a statistical model is used to represent Elco 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 29.1007
MADMean absolute deviation184.4885
MAPEMean absolute percentage error0.0157
SAESum of the absolute errors10884.82
As with simple exponential smoothing, in triple exponential smoothing models past Elco 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 Elco observations.

Predictive Modules for Elco

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Elco. 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
15,05815,06015,062
Details
Intrinsic
Valuation
LowRealHigh
13,55416,39916,401
Details

Other Forecasting Options for Elco

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

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

Elco 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 Elco'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 Elco's current price.

Elco Market Strength Events

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

Elco Risk Indicators

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

Other Information on Investing in Elco Stock

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