EastGroup Properties Stock Forecast - Polynomial Regression

EGO Stock  EUR 161.00  1.00  0.62%   
The Polynomial Regression forecasted value of EastGroup Properties on the next trading day is expected to be 163.23 with a mean absolute deviation of 2.20 and the sum of the absolute errors of 134.30. EastGroup Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of EastGroup Properties' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
EastGroup Properties polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for EastGroup Properties as well as the accuracy indicators are determined from the period prices.

EastGroup Properties Polynomial Regression Price Forecast For the 5th of December

Given 90 days horizon, the Polynomial Regression forecasted value of EastGroup Properties on the next trading day is expected to be 163.23 with a mean absolute deviation of 2.20, mean absolute percentage error of 7.26, and the sum of the absolute errors of 134.30.
Please note that although there have been many attempts to predict EastGroup 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 EastGroup Properties' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

EastGroup Properties Stock Forecast Pattern

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EastGroup Properties Forecasted Value

In the context of forecasting EastGroup Properties' 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. EastGroup Properties' downside and upside margins for the forecasting period are 161.94 and 164.51, respectively. We have considered EastGroup Properties' 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
161.00
161.94
Downside
163.23
Expected Value
164.51
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of EastGroup Properties stock data series using in forecasting. Note that when a statistical model is used to represent EastGroup Properties 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 Criteria120.0927
BiasArithmetic mean of the errors None
MADMean absolute deviation2.2016
MAPEMean absolute percentage error0.0135
SAESum of the absolute errors134.2965
A single variable polynomial regression model attempts to put a curve through the EastGroup Properties historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for EastGroup Properties

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as EastGroup Properties. 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
159.70161.00162.30
Details
Intrinsic
Valuation
LowRealHigh
134.90136.20177.10
Details
Bollinger
Band Projection (param)
LowMiddleHigh
160.96162.38163.80
Details

Other Forecasting Options for EastGroup Properties

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

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

EastGroup Properties 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 EastGroup Properties' 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 EastGroup Properties' current price.

EastGroup Properties Market Strength Events

Market strength indicators help investors to evaluate how EastGroup Properties stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading EastGroup Properties shares will generate the highest return on investment. By undertsting and applying EastGroup Properties stock market strength indicators, traders can identify EastGroup Properties entry and exit signals to maximize returns.

EastGroup Properties Risk Indicators

The analysis of EastGroup Properties' 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 EastGroup Properties' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting eastgroup 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.

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Additional Information and Resources on Investing in EastGroup Stock

When determining whether EastGroup Properties is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if EastGroup Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Eastgroup Properties Stock. Highlighted below are key reports to facilitate an investment decision about Eastgroup Properties Stock:
Check out Historical Fundamental Analysis of EastGroup Properties to cross-verify your projections.
For more detail on how to invest in EastGroup Stock please use our How to Invest in EastGroup Properties guide.
You can also try the Instant Ratings module to determine any equity ratings based on digital recommendations. Macroaxis instant equity ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Please note, there is a significant difference between EastGroup Properties' value and its price as these two are different measures arrived at by different means. Investors typically determine if EastGroup Properties is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, EastGroup Properties' price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.