Atlanticus Holdings Preferred Stock Forecast - Naive Prediction

ATLCP Preferred Stock  USD 23.89  0.22  0.93%   
The Naive Prediction forecasted value of Atlanticus Holdings Corp on the next trading day is expected to be 23.96 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 5.03. Atlanticus Preferred Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Atlanticus Holdings is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Atlanticus Holdings Corp 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.

Atlanticus Holdings Naive Prediction Price Forecast For the 23rd of November

Given 90 days horizon, the Naive Prediction forecasted value of Atlanticus Holdings Corp on the next trading day is expected to be 23.96 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 5.03.
Please note that although there have been many attempts to predict Atlanticus 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 Atlanticus Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Atlanticus Holdings Preferred Stock Forecast Pattern

Backtest Atlanticus HoldingsAtlanticus Holdings Price PredictionBuy or Sell Advice 

Atlanticus Holdings Forecasted Value

In the context of forecasting Atlanticus Holdings' 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. Atlanticus Holdings' downside and upside margins for the forecasting period are 23.33 and 24.58, respectively. We have considered Atlanticus Holdings' 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
23.89
23.96
Expected Value
24.58
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 Atlanticus Holdings preferred stock data series using in forecasting. Note that when a statistical model is used to represent Atlanticus Holdings 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 Criteria113.5918
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0825
MAPEMean absolute percentage error0.0036
SAESum of the absolute errors5.0307
This model is not at all useful as a medium-long range forecasting tool of Atlanticus Holdings Corp. 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 Atlanticus Holdings. 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 Atlanticus Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Atlanticus Holdings Corp. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Atlanticus Holdings' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
23.2623.8924.52
Details
Intrinsic
Valuation
LowRealHigh
22.9223.5524.18
Details
Bollinger
Band Projection (param)
LowMiddleHigh
22.4523.2524.06
Details

Other Forecasting Options for Atlanticus Holdings

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

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

Atlanticus Holdings Corp 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 Atlanticus Holdings' 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 Atlanticus Holdings' current price.

Atlanticus Holdings Market Strength Events

Market strength indicators help investors to evaluate how Atlanticus Holdings 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 Atlanticus Holdings shares will generate the highest return on investment. By undertsting and applying Atlanticus Holdings preferred stock market strength indicators, traders can identify Atlanticus Holdings Corp entry and exit signals to maximize returns.

Atlanticus Holdings Risk Indicators

The analysis of Atlanticus Holdings' 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 Atlanticus Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting atlanticus 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 Atlanticus Holdings

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 Atlanticus Holdings 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 Atlanticus Holdings will appreciate offsetting losses from the drop in the long position's value.

Moving together with Atlanticus Preferred Stock

  0.77SYF-PB Synchrony FinancialPairCorr

Moving against Atlanticus Preferred Stock

  0.47AGM-PE Federal AgriculturalPairCorr
  0.45AGM-PG Federal AgriculturalPairCorr
  0.4COF-PJ Capital One FinancialPairCorr
  0.4AGM-PD Federal AgriculturalPairCorr
  0.39AGM-PF Federal AgriculturalPairCorr
The ability to find closely correlated positions to Atlanticus Holdings could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Atlanticus Holdings 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 Atlanticus Holdings - 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 Atlanticus Holdings Corp to buy it.
The correlation of Atlanticus Holdings 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 Atlanticus Holdings moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Atlanticus Holdings Corp 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 Atlanticus Holdings 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 Atlanticus Preferred Stock Analysis

When running Atlanticus Holdings' price analysis, check to measure Atlanticus Holdings' 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 Atlanticus Holdings is operating at the current time. Most of Atlanticus Holdings' value examination focuses on studying past and present price action to predict the probability of Atlanticus Holdings' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Atlanticus Holdings' price. Additionally, you may evaluate how the addition of Atlanticus Holdings to your portfolios can decrease your overall portfolio volatility.