Atlantic Union Preferred Stock Forecast - Naive Prediction

AUBAP Preferred Stock  USD 24.90  0.05  0.20%   
The Naive Prediction forecasted value of Atlantic Union Bankshares on the next trading day is expected to be 24.53 with a mean absolute deviation of 0.1 and the sum of the absolute errors of 6.14. Atlantic Preferred Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Atlantic Union is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Atlantic Union Bankshares 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.

Atlantic Union Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of Atlantic Union Bankshares on the next trading day is expected to be 24.53 with a mean absolute deviation of 0.1, mean absolute percentage error of 0.01, and the sum of the absolute errors of 6.14.
Please note that although there have been many attempts to predict Atlantic Preferred 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 Atlantic Union's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Atlantic Union Preferred Stock Forecast Pattern

Backtest Atlantic UnionAtlantic Union Price PredictionBuy or Sell Advice 

Atlantic Union Forecasted Value

In the context of forecasting Atlantic Union's Preferred 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. Atlantic Union's downside and upside margins for the forecasting period are 23.95 and 25.12, respectively. We have considered Atlantic Union'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
24.90
24.53
Expected Value
25.12
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 Atlantic Union preferred stock data series using in forecasting. Note that when a statistical model is used to represent Atlantic Union preferred 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 Criteria115.7464
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0991
MAPEMean absolute percentage error0.0041
SAESum of the absolute errors6.1412
This model is not at all useful as a medium-long range forecasting tool of Atlantic Union Bankshares. 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 Atlantic Union. 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 Atlantic Union

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Atlantic Union Bankshares. Regardless of method or technology, however, to accurately forecast the preferred stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the preferred 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
24.3224.9025.48
Details
Intrinsic
Valuation
LowRealHigh
24.1724.7425.32
Details
Bollinger
Band Projection (param)
LowMiddleHigh
24.7925.2025.61
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Atlantic Union. Your research has to be compared to or analyzed against Atlantic Union's peers to derive any actionable benefits. When done correctly, Atlantic Union'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 Atlantic Union Bankshares.

Other Forecasting Options for Atlantic Union

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

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

Atlantic Union Bankshares Technical and Predictive Analytics

The preferred stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Atlantic Union'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 Atlantic Union's current price.

Atlantic Union Market Strength Events

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

Atlantic Union Risk Indicators

The analysis of Atlantic Union'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 Atlantic Union's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting atlantic preferred 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.

Pair Trading with Atlantic Union

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Atlantic Union position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Atlantic Union will appreciate offsetting losses from the drop in the long position's value.

Moving against Atlantic Preferred Stock

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  0.77PPERF Bank Mandiri PerseroPairCorr
The ability to find closely correlated positions to Atlantic Union could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Atlantic Union when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Atlantic Union - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Atlantic Union Bankshares to buy it.
The correlation of Atlantic Union is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Atlantic Union moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Atlantic Union Bankshares moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Atlantic Union can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for Atlantic Preferred Stock Analysis

When running Atlantic Union's price analysis, check to measure Atlantic Union's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Atlantic Union is operating at the current time. Most of Atlantic Union's value examination focuses on studying past and present price action to predict the probability of Atlantic Union's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Atlantic Union's price. Additionally, you may evaluate how the addition of Atlantic Union to your portfolios can decrease your overall portfolio volatility.