Publicis Groupe OTC Stock Forecast - 4 Period Moving Average
| PGPEF Stock | USD 102.38 2.57 2.45% |
The 4 Period Moving Average forecasted value of Publicis Groupe SA on the next trading day is expected to be 102.38 with a mean absolute deviation of 1.06 and the sum of the absolute errors of 60.65. Publicis OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Publicis Groupe's historical fundamentals, such as revenue growth or operating cash flow patterns.
Publicis |
Publicis Groupe 4 Period Moving Average Price Forecast For the 26th of November
Given 90 days horizon, the 4 Period Moving Average forecasted value of Publicis Groupe SA on the next trading day is expected to be 102.38 with a mean absolute deviation of 1.06, mean absolute percentage error of 4.49, and the sum of the absolute errors of 60.65.Please note that although there have been many attempts to predict Publicis OTC 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 Publicis Groupe's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Publicis Groupe OTC Stock Forecast Pattern
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Publicis Groupe Forecasted Value
In the context of forecasting Publicis Groupe's OTC 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. Publicis Groupe's downside and upside margins for the forecasting period are 100.98 and 103.78, respectively. We have considered Publicis Groupe'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.
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 Publicis Groupe otc stock data series using in forecasting. Note that when a statistical model is used to represent Publicis Groupe otc 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.| AIC | Akaike Information Criteria | 112.2597 |
| Bias | Arithmetic mean of the errors | -0.1482 |
| MAD | Mean absolute deviation | 1.064 |
| MAPE | Mean absolute percentage error | 0.0101 |
| SAE | Sum of the absolute errors | 60.65 |
Predictive Modules for Publicis Groupe
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Publicis Groupe SA. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Publicis Groupe's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Publicis Groupe
For every potential investor in Publicis, whether a beginner or expert, Publicis Groupe's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Publicis OTC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Publicis. Basic forecasting techniques help filter out the noise by identifying Publicis Groupe's price trends.Publicis Groupe 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 Publicis Groupe otc stock to make a market-neutral strategy. Peer analysis of Publicis Groupe could also be used in its relative valuation, which is a method of valuing Publicis Groupe by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Publicis Groupe SA Technical and Predictive Analytics
The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Publicis Groupe'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 Publicis Groupe's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Publicis Groupe Market Strength Events
Market strength indicators help investors to evaluate how Publicis Groupe otc stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Publicis Groupe shares will generate the highest return on investment. By undertsting and applying Publicis Groupe otc stock market strength indicators, traders can identify Publicis Groupe SA entry and exit signals to maximize returns.
| Daily Balance Of Power | (9,223,372,036,855) | |||
| Rate Of Daily Change | 0.98 | |||
| Day Median Price | 102.38 | |||
| Day Typical Price | 102.38 | |||
| Price Action Indicator | (1.29) | |||
| Period Momentum Indicator | (2.57) | |||
| Relative Strength Index | 0.37 |
Publicis Groupe Risk Indicators
The analysis of Publicis Groupe'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 Publicis Groupe's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting publicis otc 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.
| Mean Deviation | 0.4026 | |||
| Standard Deviation | 1.37 | |||
| Variance | 1.89 |
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.
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Other Information on Investing in Publicis OTC Stock
Publicis Groupe financial ratios help investors to determine whether Publicis OTC 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 Publicis with respect to the benefits of owning Publicis Groupe security.