Affinity Bancshares Stock Forecast - Polynomial Regression

AFBI Stock  USD 21.46  0.04  0.19%   
The Polynomial Regression forecasted value of Affinity Bancshares on the next trading day is expected to be 21.58 with a mean absolute deviation of 0.06 and the sum of the absolute errors of 3.44. Affinity Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Affinity Bancshares' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
As of now, Affinity Bancshares' Fixed Asset Turnover is increasing as compared to previous years. The Affinity Bancshares' current Asset Turnover is estimated to increase to 0.05, while Receivables Turnover is projected to decrease to 3.82. . The Affinity Bancshares' current Common Stock Shares Outstanding is estimated to increase to about 7.3 M, while Net Income Applicable To Common Shares is projected to decrease to under 4.3 M.
Affinity Bancshares polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Affinity Bancshares as well as the accuracy indicators are determined from the period prices.

Affinity Bancshares Polynomial Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Polynomial Regression forecasted value of Affinity Bancshares on the next trading day is expected to be 21.58 with a mean absolute deviation of 0.06, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.44.
Please note that although there have been many attempts to predict Affinity 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 Affinity Bancshares' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Affinity Bancshares Stock Forecast Pattern

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Affinity Bancshares Forecasted Value

In the context of forecasting Affinity Bancshares' 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. Affinity Bancshares' downside and upside margins for the forecasting period are 21.01 and 22.14, respectively. We have considered Affinity Bancshares' 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
21.46
21.58
Expected Value
22.14
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Affinity Bancshares stock data series using in forecasting. Note that when a statistical model is used to represent Affinity Bancshares 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 Criteria113.547
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0564
MAPEMean absolute percentage error0.0026
SAESum of the absolute errors3.4384
A single variable polynomial regression model attempts to put a curve through the Affinity Bancshares historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Affinity Bancshares

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Affinity Bancshares. 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
20.9021.4622.02
Details
Intrinsic
Valuation
LowRealHigh
20.9621.5222.08
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.1921.4721.76
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Affinity Bancshares. Your research has to be compared to or analyzed against Affinity Bancshares' peers to derive any actionable benefits. When done correctly, Affinity Bancshares' 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 Affinity Bancshares.

Other Forecasting Options for Affinity Bancshares

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

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

Affinity Bancshares 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 Affinity Bancshares' 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 Affinity Bancshares' current price.

Affinity Bancshares Market Strength Events

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

Affinity Bancshares Risk Indicators

The analysis of Affinity Bancshares' 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 Affinity Bancshares' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting affinity 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.

Currently Active Assets on Macroaxis

When determining whether Affinity Bancshares offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Affinity Bancshares' 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 Affinity Bancshares Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Affinity Bancshares Stock:
Check out Historical Fundamental Analysis of Affinity Bancshares to cross-verify your projections.
For more detail on how to invest in Affinity Stock please use our How to Invest in Affinity Bancshares guide.
You can also try the Volatility Analysis module to get historical volatility and risk analysis based on latest market data.
Is Regional Banks space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Affinity Bancshares. If investors know Affinity will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Affinity Bancshares listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
0.04
Earnings Share
0.85
Revenue Per Share
4.772
Quarterly Revenue Growth
0.06
Return On Assets
0.0065
The market value of Affinity Bancshares is measured differently than its book value, which is the value of Affinity that is recorded on the company's balance sheet. Investors also form their own opinion of Affinity Bancshares' value that differs from its market value or its book value, called intrinsic value, which is Affinity Bancshares' true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Affinity Bancshares' market value can be influenced by many factors that don't directly affect Affinity Bancshares' underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Affinity Bancshares' value and its price as these two are different measures arrived at by different means. Investors typically determine if Affinity Bancshares is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Affinity Bancshares' 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.