Icahn Enterprises Stock Forward View - Simple Exponential Smoothing

IEP Stock  USD 7.55  -0.08  -1.05%   
This page provides Simple Exponential Smoothing reference data for Icahn Enterprises LP, calculated from historical daily prices. The forecast output and associated deviation metrics are shown for informational use.
The Simple Exponential Smoothing forecasted value of Icahn Enterprises LP on the next trading day is expected to be 7.55 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 5.10.This simple exponential smoothing model begins by setting Icahn Enterprises LP forecast for the second period equal to the observation of the first period. In other words, recent Icahn Enterprises observations are given relatively more weight in forecasting than the older observations. Icahn Enterprises's Simple Exponential Smoothing reference data is provided for informational and analytical purposes and does not constitute a trading recommendation.
Icahn Enterprises simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Icahn Enterprises LP are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Icahn Enterprises prices get older.

Simple Exponential Smoothing Price Forecast For the 22nd of March

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Icahn Enterprises LP on the next trading day is expected to be 7.55 with a mean absolute deviation of 0.08 , mean absolute percentage error of 0.01 , and the sum of the absolute errors of 5.10 .
Please note that although there have been many attempts to predict Icahn 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 Icahn Enterprises' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Stock Forecast Pattern

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Forecasted Value

Forecasting Icahn Enterprises LP for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. Used properly, these levels provide context around forecast dispersion rather than certainty about the next closing print.
Market Value
7.55
7.55
Expected Value
9.09
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Icahn Enterprises stock data series using in forecasting. Note that when a statistical model is used to represent Icahn Enterprises 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 Criteria113.6897
BiasArithmetic mean of the errors -0.0126
MADMean absolute deviation0.0836
MAPEMean absolute percentage error0.0113
SAESum of the absolute errors5.0972
This simple exponential smoothing model begins by setting Icahn Enterprises LP forecast for the second period equal to the observation of the first period. In other words, recent Icahn Enterprises observations are given relatively more weight in forecasting than the older observations.

Other Forecasting Options for Icahn Enterprises

The price movement of Icahn is a central concern for all potential investors, regardless of their level of expertise. Icahn Stock price charts can be difficult to interpret due to the noise present in the data.

Icahn Enterprises Related Equities

The following equities are related to Icahn Enterprises within the Industrials space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Icahn Enterprises 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

Icahn Enterprises Market Strength Events

Market strength indicators applied to Icahn Enterprises stock help investors assess the relative momentum and resilience of the security in different market environments. By using these indicators, traders can make more informed decisions about when to buy or sell Icahn Enterprises LP.

Icahn Enterprises Risk Indicators

Risk indicator analysis for Icahn Enterprises is essential for accurately projecting its future price trajectory. By identifying the level of risk embedded in Icahn Enterprises' investment, investors can make informed decisions about position sizing and risk mitigation.
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 Icahn Enterprises

A coverage review of Icahn Enterprises LP shows when the security is attracting above-average attention from contributors and market observers. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.

Icahn Enterprises Short Properties

Short-interest signals around Icahn Enterprises LP can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
Common Stock Shares Outstanding575 M
Cash And Short Term Investments5.7 B

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