HAVAS SA Stock Forward View
| HAVAS Stock | 15.50 -0.30 -1.90% |
This reference page presents Naive Prediction forecast data for HAVAS SA. The model output shown here is derived from HAVAS SA's historical price series and is provided for informational purposes.
The Naive Prediction forecasted value of HAVAS SA on the next trading day is expected to be 14.28 with a mean absolute deviation of 0.50 and the sum of the absolute errors of 30.37.This model is not at all useful as a medium-long range forecasting tool of HAVAS SA. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict HAVAS SA. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights. This Naive Prediction forecast data for HAVAS SA is sourced from the most recent available trading data and is intended solely as reference information. Naive Prediction Price Forecast For the 18th of March 2026
Given 90 days horizon, the Naive Prediction forecasted value of HAVAS SA on the next trading day is expected to be 14.28 with a mean absolute deviation of 0.50 , mean absolute percentage error of 0.43 , and the sum of the absolute errors of 30.37 .Please note that although there have been many attempts to predict HAVAS Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that HAVAS SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest HAVAS SA | HAVAS SA Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates HAVAS SA's predictive range by looking for statistically meaningful downside and upside boundaries. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of HAVAS SA stock data series using in forecasting. Note that when a statistical model is used to represent HAVAS 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.| AIC | Akaike Information Criteria | 117.2624 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.4979 |
| MAPE | Mean absolute percentage error | 0.0309 |
| SAE | Sum of the absolute errors | 30.3741 |
Other Forecasting Options for HAVAS SA
For every potential investor in HAVAS, whether a beginner or expert, HAVAS SA's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better.HAVAS SA Related Equities
The following equities are related to HAVAS SA within the Advertising Agencies space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing HAVAS SA against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
HAVAS SA Market Strength Events
Market strength indicators help investors to evaluate how HAVAS 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 HAVAS SA shares will generate the highest return on.
HAVAS SA Risk Indicators
The analysis of HAVAS 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 HAVAS SA's investment and either accepting that risk or mitigating it.
| Mean Deviation | 1.87 | |||
| Semi Deviation | 2.83 | |||
| Standard Deviation | 2.89 | |||
| Variance | 8.36 | |||
| Downside Variance | 9.38 | |||
| Semi Variance | 8.01 | |||
| Expected Short fall | -1.79 |
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.
Story Coverage note for HAVAS SA
The amount of media and story coverage tied to HAVAS SA can signal where market attention is concentrating at the moment. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
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HAVAS SA Short Properties
Reviewing short-oriented indicators for HAVAS SA is useful because long and short participants often create very different signals for timing and volatility. This is most valuable when investors want to know whether bearish pressure is starting to shape the market's reaction function.
| Common Stock Shares Outstanding | 100.2 M | |
| Cash And Short Term Investments | 241 M |
More Resources for HAVAS Stock Analysis
Other Information on Investing in HAVAS Stock
Financial ratios for HAVAS SA help frame valuation context across profits, cash flow, and enterprise value. They help compare HAVAS across valuation measures.