Grifols SA Stock Forecast - Polynomial Regression

OZTA Stock  EUR 8.90  0.16  1.83%   
The Polynomial Regression forecasted value of Grifols SA on the next trading day is expected to be 7.76 with a mean absolute deviation of 0.33 and the sum of the absolute errors of 20.14. Grifols Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Grifols SA's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Grifols SA polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Grifols SA as well as the accuracy indicators are determined from the period prices.

Grifols SA Polynomial Regression Price Forecast For the 13th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Grifols SA on the next trading day is expected to be 7.76 with a mean absolute deviation of 0.33, mean absolute percentage error of 0.17, and the sum of the absolute errors of 20.14.
Please note that although there have been many attempts to predict Grifols 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 Grifols SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Grifols SA Stock Forecast Pattern

Backtest Grifols SAGrifols SA Price PredictionBuy or Sell Advice 

Grifols SA Forecasted Value

In the context of forecasting Grifols 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. Grifols SA's downside and upside margins for the forecasting period are 4.86 and 10.66, respectively. We have considered Grifols 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
8.90
7.76
Expected Value
10.66
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 Grifols SA stock data series using in forecasting. Note that when a statistical model is used to represent Grifols 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 Criteria116.3294
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3302
MAPEMean absolute percentage error0.0342
SAESum of the absolute errors20.1416
A single variable polynomial regression model attempts to put a curve through the Grifols 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 Grifols 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 Grifols 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
6.008.9011.80
Details
Intrinsic
Valuation
LowRealHigh
4.967.8610.76
Details
Bollinger
Band Projection (param)
LowMiddleHigh
8.299.8811.46
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Grifols SA. Your research has to be compared to or analyzed against Grifols SA's peers to derive any actionable benefits. When done correctly, Grifols 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 Grifols SA.

Other Forecasting Options for Grifols SA

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

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

Grifols 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 Grifols 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 Grifols SA's current price.

Grifols SA Market Strength Events

Market strength indicators help investors to evaluate how Grifols 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 Grifols SA shares will generate the highest return on investment. By undertsting and applying Grifols SA stock market strength indicators, traders can identify Grifols SA entry and exit signals to maximize returns.

Grifols SA Risk Indicators

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

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