Apollo Bancorp Pink Sheet Forecast - Simple Exponential Smoothing

APLO Stock  USD 36.50  0.00  0.00%   
The Simple Exponential Smoothing forecasted value of Apollo Bancorp on the next trading day is expected to be 36.50 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.55. Apollo Pink Sheet Forecast is based on your current time horizon.
  
Apollo Bancorp simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Apollo Bancorp are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Apollo Bancorp prices get older.

Apollo Bancorp Simple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Apollo Bancorp on the next trading day is expected to be 36.50 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.39, and the sum of the absolute errors of 9.55.
Please note that although there have been many attempts to predict Apollo Pink Sheet 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 Apollo Bancorp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Apollo Bancorp Pink Sheet Forecast Pattern

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Apollo Bancorp Forecasted Value

In the context of forecasting Apollo Bancorp's Pink Sheet 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. Apollo Bancorp's downside and upside margins for the forecasting period are 34.81 and 38.19, respectively. We have considered Apollo Bancorp'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
36.50
36.50
Expected Value
38.19
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Apollo Bancorp pink sheet data series using in forecasting. Note that when a statistical model is used to represent Apollo Bancorp pink sheet, 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 Criteria115.3425
BiasArithmetic mean of the errors -0.0218
MADMean absolute deviation0.1592
MAPEMean absolute percentage error0.0042
SAESum of the absolute errors9.55
This simple exponential smoothing model begins by setting Apollo Bancorp forecast for the second period equal to the observation of the first period. In other words, recent Apollo Bancorp observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Apollo Bancorp

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Apollo Bancorp. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
34.8136.5038.19
Details
Intrinsic
Valuation
LowRealHigh
29.3231.0140.15
Details
Bollinger
Band Projection (param)
LowMiddleHigh
36.5036.5036.50
Details

Other Forecasting Options for Apollo Bancorp

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

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

Apollo Bancorp Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Apollo Bancorp'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 Apollo Bancorp's current price.

Apollo Bancorp Market Strength Events

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

Apollo Bancorp Risk Indicators

The analysis of Apollo Bancorp'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 Apollo Bancorp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting apollo pink sheet 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.

Other Information on Investing in Apollo Pink Sheet

Apollo Bancorp financial ratios help investors to determine whether Apollo Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Apollo with respect to the benefits of owning Apollo Bancorp security.