Essex Property Stock Forecast - Naive Prediction

E1SS34 Stock  BRL 175.67  4.77  2.64%   
The Naive Prediction forecasted value of Essex Property Trust on the next trading day is expected to be 166.18 with a mean absolute deviation of 3.59 and the sum of the absolute errors of 218.83. Essex Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Essex Property stock prices and determine the direction of Essex Property Trust's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Essex Property's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Essex Property is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Essex Property Trust value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Essex Property Naive Prediction Price Forecast For the 23rd of December

Given 90 days horizon, the Naive Prediction forecasted value of Essex Property Trust on the next trading day is expected to be 166.18 with a mean absolute deviation of 3.59, mean absolute percentage error of 18.26, and the sum of the absolute errors of 218.83.
Please note that although there have been many attempts to predict Essex 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 Essex Property's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Essex Property Stock Forecast Pattern

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Essex Property Forecasted Value

In the context of forecasting Essex Property'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. Essex Property's downside and upside margins for the forecasting period are 164.51 and 167.86, respectively. We have considered Essex Property'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
175.67
164.51
Downside
166.18
Expected Value
167.86
Upside

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 Essex Property stock data series using in forecasting. Note that when a statistical model is used to represent Essex Property 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 Criteria121.0153
BiasArithmetic mean of the errors None
MADMean absolute deviation3.5873
MAPEMean absolute percentage error0.0206
SAESum of the absolute errors218.8267
This model is not at all useful as a medium-long range forecasting tool of Essex Property Trust. 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 Essex Property. 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.

Predictive Modules for Essex Property

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Essex Property Trust. 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
174.00175.67177.34
Details
Intrinsic
Valuation
LowRealHigh
146.28147.95193.24
Details
Bollinger
Band Projection (param)
LowMiddleHigh
171.35183.19195.02
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Essex Property. Your research has to be compared to or analyzed against Essex Property's peers to derive any actionable benefits. When done correctly, Essex Property'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 Essex Property Trust.

Other Forecasting Options for Essex Property

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

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

Essex Property Trust 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 Essex Property'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 Essex Property's current price.

Essex Property Market Strength Events

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

Essex Property Risk Indicators

The analysis of Essex Property'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 Essex Property's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting essex 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.

Additional Information and Resources on Investing in Essex Stock

When determining whether Essex Property Trust is a strong investment it is important to analyze Essex Property's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Essex Property's future performance. For an informed investment choice regarding Essex Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Essex Property to cross-verify your projections.
You can also try the Bond Analysis module to evaluate and analyze corporate bonds as a potential investment for your portfolios..
Please note, there is a significant difference between Essex Property's value and its price as these two are different measures arrived at by different means. Investors typically determine if Essex Property is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Essex Property'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.