LOréal SA Stock Forecast - 4 Period Moving Average

LOR Stock  EUR 366.75  17.00  4.86%   
The 4 Period Moving Average forecasted value of LOral SA on the next trading day is expected to be 358.31 with a mean absolute deviation of 5.80 and the sum of the absolute errors of 336.56. LOréal Stock Forecast is based on your current time horizon.
  
A four-period moving average forecast model for LOral SA is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

LOréal SA 4 Period Moving Average Price Forecast For the 16th of March 2025

Given 90 days horizon, the 4 Period Moving Average forecasted value of LOral SA on the next trading day is expected to be 358.31 with a mean absolute deviation of 5.80, mean absolute percentage error of 47.28, and the sum of the absolute errors of 336.56.
Please note that although there have been many attempts to predict LOréal 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 LOréal SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

LOréal SA Stock Forecast Pattern

Backtest LOréal SALOréal SA Price PredictionBuy or Sell Advice 

LOréal SA Forecasted Value

In the context of forecasting LOréal 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. LOréal SA's downside and upside margins for the forecasting period are 356.82 and 359.80, respectively. We have considered LOréal 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
366.75
356.82
Downside
358.31
Expected Value
359.80
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of LOréal SA stock data series using in forecasting. Note that when a statistical model is used to represent LOréal 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 Criteria116.4529
BiasArithmetic mean of the errors -0.914
MADMean absolute deviation5.8028
MAPEMean absolute percentage error0.0167
SAESum of the absolute errors336.5625
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of LOréal SA. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for LOral SA and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for LOréal 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 LOréal 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
365.26366.75368.24
Details
Intrinsic
Valuation
LowRealHigh
258.90260.39403.43
Details

Other Forecasting Options for LOréal SA

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

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

LOréal 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 LOréal 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 LOréal SA's current price.

LOréal SA Market Strength Events

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

LOréal SA Risk Indicators

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

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
Explore Investing Ideas  

Additional Tools for LOréal Stock Analysis

When running LOréal SA's price analysis, check to measure LOréal SA's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy LOréal SA is operating at the current time. Most of LOréal SA's value examination focuses on studying past and present price action to predict the probability of LOréal SA's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move LOréal SA's price. Additionally, you may evaluate how the addition of LOréal SA to your portfolios can decrease your overall portfolio volatility.