AvalonBay Communities Stock Forecast - 8 Period Moving Average

WV8 Stock  EUR 212.35  2.30  1.07%   
The 8 Period Moving Average forecasted value of AvalonBay Communities on the next trading day is expected to be 215.00 with a mean absolute deviation of 4.26 and the sum of the absolute errors of 230.21. AvalonBay Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of AvalonBay Communities' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
An 8-period moving average forecast model for AvalonBay Communities is based on an artificially constructed time series of AvalonBay Communities daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

AvalonBay Communities 8 Period Moving Average Price Forecast For the 12th of December 2024

Given 90 days horizon, the 8 Period Moving Average forecasted value of AvalonBay Communities on the next trading day is expected to be 215.00 with a mean absolute deviation of 4.26, mean absolute percentage error of 26.93, and the sum of the absolute errors of 230.21.
Please note that although there have been many attempts to predict AvalonBay 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 AvalonBay Communities' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

AvalonBay Communities Stock Forecast Pattern

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AvalonBay Communities Forecasted Value

In the context of forecasting AvalonBay Communities' 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. AvalonBay Communities' downside and upside margins for the forecasting period are 213.76 and 216.24, respectively. We have considered AvalonBay Communities' 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
212.35
213.76
Downside
215.00
Expected Value
216.24
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of AvalonBay Communities stock data series using in forecasting. Note that when a statistical model is used to represent AvalonBay Communities 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 Criteria108.5385
BiasArithmetic mean of the errors -0.8427
MADMean absolute deviation4.2631
MAPEMean absolute percentage error0.0201
SAESum of the absolute errors230.205
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. AvalonBay Communities 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for AvalonBay Communities

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AvalonBay Communities. 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
211.11212.35213.59
Details
Intrinsic
Valuation
LowRealHigh
210.75211.99213.23
Details
Bollinger
Band Projection (param)
LowMiddleHigh
201.80214.72227.64
Details

Other Forecasting Options for AvalonBay Communities

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

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

AvalonBay Communities 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 AvalonBay Communities' 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 AvalonBay Communities' current price.

AvalonBay Communities Market Strength Events

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

AvalonBay Communities Risk Indicators

The analysis of AvalonBay Communities' 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 AvalonBay Communities' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting avalonbay 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 AvalonBay Stock

When determining whether AvalonBay Communities offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of AvalonBay Communities' financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Avalonbay Communities Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Avalonbay Communities Stock:
Check out Historical Fundamental Analysis of AvalonBay Communities to cross-verify your projections.
For more detail on how to invest in AvalonBay Stock please use our How to Invest in AvalonBay Communities guide.
You can also try the Companies Directory module to evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals.
Please note, there is a significant difference between AvalonBay Communities' value and its price as these two are different measures arrived at by different means. Investors typically determine if AvalonBay Communities is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, AvalonBay Communities' 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.