Empire State Stock Forecast - Polynomial Regression

ESBA Stock  USD 10.91  0.16  1.49%   
The Polynomial Regression forecasted value of Empire State Realty on the next trading day is expected to be 10.45 with a mean absolute deviation of 0.22 and the sum of the absolute errors of 13.65. Empire Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Empire State stock prices and determine the direction of Empire State Realty's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Empire State's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Empire State's Inventory Turnover is projected to increase significantly based on the last few years of reporting. The current year's Payables Turnover is expected to grow to 12.57, whereas Receivables Turnover is forecasted to decline to 2.38. . As of November 23, 2024, Common Stock Shares Outstanding is expected to decline to about 229 M. In addition to that, Net Income Applicable To Common Shares is expected to decline to about 47 M.
Empire State polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Empire State Realty as well as the accuracy indicators are determined from the period prices.

Empire State Polynomial Regression Price Forecast For the 24th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Empire State Realty on the next trading day is expected to be 10.45 with a mean absolute deviation of 0.22, mean absolute percentage error of 0.07, and the sum of the absolute errors of 13.65.
Please note that although there have been many attempts to predict Empire 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 Empire State's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Empire State Stock Forecast Pattern

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Empire State Forecasted Value

In the context of forecasting Empire State's 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. Empire State's downside and upside margins for the forecasting period are 7.87 and 13.03, respectively. We have considered Empire State'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.
Market Value
10.91
10.45
Expected Value
13.03
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 Empire State stock data series using in forecasting. Note that when a statistical model is used to represent Empire State 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 Criteria117.341
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2201
MAPEMean absolute percentage error0.0208
SAESum of the absolute errors13.6475
A single variable polynomial regression model attempts to put a curve through the Empire State 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 Empire State

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Empire State Realty. 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
8.3610.9413.52
Details
Intrinsic
Valuation
LowRealHigh
6.509.0811.66
Details
Bollinger
Band Projection (param)
LowMiddleHigh
10.4110.7311.05
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Empire State. Your research has to be compared to or analyzed against Empire State's peers to derive any actionable benefits. When done correctly, Empire State's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Empire State Realty.

Other Forecasting Options for Empire State

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

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

Empire State Realty 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 Empire State'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 Empire State's current price.

Empire State Market Strength Events

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

Empire State Risk Indicators

The analysis of Empire State'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 Empire State's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting empire 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
When determining whether Empire State Realty 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 Empire 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 Empire State Realty Stock. Highlighted below are key reports to facilitate an investment decision about Empire State Realty Stock:
Check out Historical Fundamental Analysis of Empire State to cross-verify your projections.
You can also try the Portfolio Analyzer module to portfolio analysis module that provides access to portfolio diagnostics and optimization engine.
Is Diversified REITs space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Empire State. If investors know Empire will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Empire State listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
0.143
Dividend Share
0.14
Earnings Share
0.27
Revenue Per Share
3.092
Quarterly Revenue Growth
0.017
The market value of Empire State Realty is measured differently than its book value, which is the value of Empire that is recorded on the company's balance sheet. Investors also form their own opinion of Empire State's value that differs from its market value or its book value, called intrinsic value, which is Empire State's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Empire State's market value can be influenced by many factors that don't directly affect Empire State's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Empire State's value and its price as these two are different measures arrived at by different means. Investors typically determine if Empire State is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Empire State's 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.