Compagnie Generale Stock Forecast - Polynomial Regression

ML Stock  EUR 31.17  0.07  0.23%   
The Polynomial Regression forecasted value of Compagnie Generale des on the next trading day is expected to be 31.88 with a mean absolute deviation of 0.44 and the sum of the absolute errors of 26.97. Compagnie Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Compagnie Generale stock prices and determine the direction of Compagnie Generale des's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Compagnie Generale's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Compagnie Generale polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Compagnie Generale des as well as the accuracy indicators are determined from the period prices.

Compagnie Generale Polynomial Regression Price Forecast For the 27th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Compagnie Generale des on the next trading day is expected to be 31.88 with a mean absolute deviation of 0.44, mean absolute percentage error of 0.31, and the sum of the absolute errors of 26.97.
Please note that although there have been many attempts to predict Compagnie 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 Compagnie Generale's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Compagnie Generale Stock Forecast Pattern

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Compagnie Generale Forecasted Value

In the context of forecasting Compagnie Generale'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. Compagnie Generale's downside and upside margins for the forecasting period are 30.44 and 33.31, respectively. We have considered Compagnie Generale'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
31.17
31.88
Expected Value
33.31
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Compagnie Generale stock data series using in forecasting. Note that when a statistical model is used to represent Compagnie Generale 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 Criteria116.9379
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4421
MAPEMean absolute percentage error0.0132
SAESum of the absolute errors26.9662
A single variable polynomial regression model attempts to put a curve through the Compagnie Generale historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Compagnie Generale

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Compagnie Generale des. 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
29.7331.1732.61
Details
Intrinsic
Valuation
LowRealHigh
31.1632.6034.04
Details

Other Forecasting Options for Compagnie Generale

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

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

Compagnie Generale des 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 Compagnie Generale'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 Compagnie Generale's current price.

Compagnie Generale Market Strength Events

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

Compagnie Generale Risk Indicators

The analysis of Compagnie Generale'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 Compagnie Generale's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting compagnie 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 Compagnie Stock

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