Amerant Bancorp Stock Forecast - Polynomial Regression

AMTB Stock  USD 25.05  0.50  1.96%   
The Polynomial Regression forecasted value of Amerant Bancorp on the next trading day is expected to be 26.44 with a mean absolute deviation of 0.60 and the sum of the absolute errors of 36.43. Amerant Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Amerant Bancorp stock prices and determine the direction of Amerant Bancorp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Amerant Bancorp's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Amerant Bancorp polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Amerant Bancorp as well as the accuracy indicators are determined from the period prices.

Amerant Bancorp Polynomial Regression Price Forecast For the 28th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Amerant Bancorp on the next trading day is expected to be 26.44 with a mean absolute deviation of 0.60, mean absolute percentage error of 0.51, and the sum of the absolute errors of 36.43.
Please note that although there have been many attempts to predict Amerant 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 Amerant Bancorp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Amerant Bancorp Stock Forecast Pattern

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Amerant Bancorp Forecasted Value

In the context of forecasting Amerant Bancorp's 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. Amerant Bancorp's downside and upside margins for the forecasting period are 23.94 and 28.94, respectively. We have considered Amerant 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
25.05
26.44
Expected Value
28.94
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 Amerant Bancorp stock data series using in forecasting. Note that when a statistical model is used to represent Amerant Bancorp 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 Criteria117.4401
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5971
MAPEMean absolute percentage error0.0272
SAESum of the absolute errors36.4259
A single variable polynomial regression model attempts to put a curve through the Amerant Bancorp 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 Amerant 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 Amerant Bancorp. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Amerant Bancorp's 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
22.5525.0527.55
Details
Intrinsic
Valuation
LowRealHigh
21.3523.8426.35
Details
Bollinger
Band Projection (param)
LowMiddleHigh
20.1323.3026.47
Details

Other Forecasting Options for Amerant Bancorp

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

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 Risk & Return  Correlation

Amerant Bancorp 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 Amerant 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 Amerant Bancorp's current price.

Amerant Bancorp Market Strength Events

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

Amerant Bancorp Risk Indicators

The analysis of Amerant 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 Amerant Bancorp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting amerant 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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Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
When determining whether Amerant Bancorp offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Amerant Bancorp's 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 Amerant Bancorp Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Amerant Bancorp Stock:
Check out Historical Fundamental Analysis of Amerant Bancorp to cross-verify your projections.
For information on how to trade Amerant Stock refer to our How to Trade Amerant Stock guide.
You can also try the Portfolio File Import module to quickly import all of your third-party portfolios from your local drive in csv format.
Is Banking 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 Amerant Bancorp. If investors know Amerant 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 Amerant Bancorp listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Amerant Bancorp is measured differently than its book value, which is the value of Amerant that is recorded on the company's balance sheet. Investors also form their own opinion of Amerant Bancorp's value that differs from its market value or its book value, called intrinsic value, which is Amerant Bancorp's 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 Amerant Bancorp's market value can be influenced by many factors that don't directly affect Amerant Bancorp's 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 Amerant Bancorp's value and its price as these two are different measures arrived at by different means. Investors typically determine if Amerant Bancorp is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Amerant Bancorp's 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.