Compugen Stock Forecast - Triple Exponential Smoothing

CGEN Stock  ILA 559.60  6.00  1.08%   
The Triple Exponential Smoothing forecasted value of Compugen on the next trading day is expected to be 556.94 with a mean absolute deviation of 18.73 and the sum of the absolute errors of 1,105. Compugen Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Compugen stock prices and determine the direction of Compugen's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Compugen's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Compugen - 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 Compugen 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 Compugen price movement. However, neither of these exponential smoothing models address any seasonality of Compugen.

Compugen Triple Exponential Smoothing Price Forecast For the 5th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Compugen on the next trading day is expected to be 556.94 with a mean absolute deviation of 18.73, mean absolute percentage error of 575.49, and the sum of the absolute errors of 1,105.
Please note that although there have been many attempts to predict Compugen 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 Compugen's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Compugen Stock Forecast Pattern

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Compugen Forecasted Value

In the context of forecasting Compugen'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. Compugen's downside and upside margins for the forecasting period are 553.60 and 560.28, respectively. We have considered Compugen'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
559.60
553.60
Downside
556.94
Expected Value
560.28
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 Compugen stock data series using in forecasting. Note that when a statistical model is used to represent Compugen 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 3.4898
MADMean absolute deviation18.7263
MAPEMean absolute percentage error0.0286
SAESum of the absolute errors1104.8525
As with simple exponential smoothing, in triple exponential smoothing models past Compugen 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 Compugen observations.

Predictive Modules for Compugen

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Compugen. 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
556.26559.60562.94
Details
Intrinsic
Valuation
LowRealHigh
500.11503.45615.56
Details
Bollinger
Band Projection (param)
LowMiddleHigh
533.13567.41601.69
Details

Other Forecasting Options for Compugen

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

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

Compugen 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 Compugen'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 Compugen's current price.

Compugen Market Strength Events

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

Compugen Risk Indicators

The analysis of Compugen'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 Compugen's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting compugen 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 Information and Resources on Investing in Compugen Stock

When determining whether Compugen offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Compugen's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Compugen Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Compugen Stock:
Check out Historical Fundamental Analysis of Compugen to cross-verify your projections.
For information on how to trade Compugen Stock refer to our How to Trade Compugen Stock guide.
You can also try the Economic Indicators module to top statistical indicators that provide insights into how an economy is performing.
Please note, there is a significant difference between Compugen's value and its price as these two are different measures arrived at by different means. Investors typically determine if Compugen is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Compugen's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.