Interpublic Stock Forward View
| IPGDelisted Stock | USD 24.57 -0.09 -0.36% |
Interpublic Group's Naive Prediction reference page covers the model's projected value and error measures from recent price data. The forecast output and associated deviation metrics are shown for informational use.
The Naive Prediction forecasted value of Interpublic Group on the next trading day is expected to be 25.15 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 23.00.This model is not at all useful as a medium-long range forecasting tool of Interpublic Group. 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 Interpublic. 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. All Naive Prediction forecast figures shown for Interpublic Group are reference data reflecting model output based on available historical prices. Naive Prediction Price Forecast For the 24th of March
Given 90 days horizon, the Naive Prediction forecasted value of Interpublic Group on the next trading day is expected to be 25.15 with a mean absolute deviation of 0.38 , mean absolute percentage error of 0.22 , and the sum of the absolute errors of 23.00 .Please note that although there have been many attempts to predict Interpublic 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 Interpublic's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Interpublic | Interpublic Price Prediction | Research Analysis |
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 Interpublic stock data series using in forecasting. Note that when a statistical model is used to represent Interpublic 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 | 116.6148 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3771 |
| MAPE | Mean absolute percentage error | 0.0144 |
| SAE | Sum of the absolute errors | 23.0044 |
Interpublic Related Equities
Interpublic's market space within the Communication Services space is best grasped by looking at the firms listed below. Revenue and margin checks across this group help investors set expectations for Interpublic's results.
| Risk & Return | Correlation |
Interpublic Market Strength Events
For investors tracking Interpublic Group, market strength indicators offer quantitative evaluation of stock behavior. By using these indicators, traders can make more informed decisions about when to buy or sell Interpublic Group.
Interpublic Risk Indicators
Analyzing Interpublic's basic risk indicators provides investors with a structured view of the risk-return trade-off for interpublic stock. By identifying the level of risk embedded in Interpublic's investment, investors can make informed decisions about position sizing.
| Mean Deviation | 1.37 | |||
| Standard Deviation | 1.74 | |||
| Variance | 3.03 |
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 Interpublic
The amount of media and story coverage tied to Interpublic Group can signal where market attention is concentrating at the moment. A disciplined read of coverage separates durable relevance from temporary noise.
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Latest Perspective From Macroaxis
Interpublic Short Properties
Short sentiment tied to Interpublic Group matters because heavier bearish pressure can change how quickly future price expectations become unstable. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 377.7 M | |
| Cash And Short Term Investments | 2.2 B |
Interpublic has a market cap of 9 B, operating margin of 16.83%, ROE of 14.95%. Allocation context is available in Risk vs Return Analysis. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment. Interpublic P/E of 13.69 alongside ROE at 14.95% frames the starting point - the resources below add portfolio-level context that single-security analysis cannot provide alone. Those return and profitability levels shape the investment picture - the supplemental tools help investors decide if they are sustainable. You can also try the Correlation Analysis module to reduce portfolio risk simply by holding instruments which are not perfectly correlated.
Other Consideration for investing in Interpublic Stock
Interpublic Group risk profile reflects reduced regulatory structure post-delisting.
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