Accor SA Stock Forecast - Polynomial Regression

ACR Stock  EUR 45.96  0.05  0.11%   
The Polynomial Regression forecasted value of Accor SA on the next trading day is expected to be 47.50 with a mean absolute deviation of 0.65 and the sum of the absolute errors of 39.91. Accor Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Accor SA's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Accor SA polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Accor SA as well as the accuracy indicators are determined from the period prices.

Accor SA Polynomial Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Accor SA on the next trading day is expected to be 47.50 with a mean absolute deviation of 0.65, mean absolute percentage error of 0.57, and the sum of the absolute errors of 39.91.
Please note that although there have been many attempts to predict Accor 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 Accor SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Accor SA Stock Forecast Pattern

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Accor SA Forecasted Value

In the context of forecasting Accor SA'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. Accor SA's downside and upside margins for the forecasting period are 46.02 and 48.98, respectively. We have considered Accor SA'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
45.96
47.50
Expected Value
48.98
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 Accor SA stock data series using in forecasting. Note that when a statistical model is used to represent Accor 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.
AICAkaike Information Criteria117.5462
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6542
MAPEMean absolute percentage error0.0152
SAESum of the absolute errors39.9062
A single variable polynomial regression model attempts to put a curve through the Accor SA 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 Accor 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 Accor 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
LowEstimatedHigh
44.4845.9647.44
Details
Intrinsic
Valuation
LowRealHigh
41.3652.2553.73
Details

Other Forecasting Options for Accor SA

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

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

Accor SA 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 Accor SA'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 Accor SA's current price.

Accor SA Market Strength Events

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

Accor SA Risk Indicators

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

Currently Active Assets on Macroaxis

Other Information on Investing in Accor Stock

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