American Acquisition Stock Forecast - Polynomial Regression

American Acquisition polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for American Acquisition Opportunity as well as the accuracy indicators are determined from the period prices.

American Acquisition Polynomial Regression Price Forecast For the 13th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of American Acquisition Opportunity on the next trading day is expected to be 10.70 with a mean absolute deviation of 0.05, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.29.

American Acquisition Stock Forecast Pattern

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American Acquisition Price Prediction

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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 American Acquisition stock data series using in forecasting. Note that when a statistical model is used to represent American Acquisition 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. A single variable polynomial regression model attempts to put a curve through the American Acquisition 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 + ... + a_m*X^m

Predictive Modules for American Acquisition

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as American Acquisition. 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 Low Estimated High 10.82 10.82 10.82 Details

Intrinsic Valuation Low Real High 9.08 9.08 11.90 Details

Bollinger Band Projection (param) Low Middle High 9.99 10.44 10.89 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as American Acquisition. Your research has to be compared to or analyzed against American Acquisition's peers to derive any actionable benefits. When done correctly, American Acquisition'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 American Acquisition.

American Acquisition Related Equities

Risk & Return

Correlation

American Acquisition Market Strength Events

American Acquisition Risk Indicators

Pair Trading with American Acquisition

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 American Acquisition 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 American Acquisition will appreciate offsetting losses from the drop in the long position's value.

Other Consideration for investing in American Stock