Acutus Medical Stock Forecast - Polynomial Regression

AFIBDelisted Stock  USD 0.73  0.03  3.95%   
The Polynomial Regression forecasted value of Acutus Medical on the next trading day is expected to be 0.72 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.18. Acutus Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Acutus Medical stock prices and determine the direction of Acutus Medical's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Acutus Medical's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Acutus Medical polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Acutus Medical as well as the accuracy indicators are determined from the period prices.

Acutus Medical Polynomial Regression Price Forecast For the 31st of December

Given 90 days horizon, the Polynomial Regression forecasted value of Acutus Medical on the next trading day is expected to be 0.72 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.18.
Please note that although there have been many attempts to predict Acutus 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 Acutus Medical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Acutus Medical Stock Forecast Pattern

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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 Acutus Medical stock data series using in forecasting. Note that when a statistical model is used to represent Acutus Medical 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 Criteria111.9606
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0358
MAPEMean absolute percentage error0.0411
SAESum of the absolute errors2.1849
A single variable polynomial regression model attempts to put a curve through the Acutus Medical 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 Acutus Medical

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Acutus Medical. 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
0.730.730.73
Details
Intrinsic
Valuation
LowRealHigh
0.680.680.80
Details

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Acutus Medical Market Strength Events

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

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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.
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as various price indices.
You can also try the Price Ceiling Movement module to calculate and plot Price Ceiling Movement for different equity instruments.

Other Consideration for investing in Acutus Stock

If you are still planning to invest in Acutus Medical check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Acutus Medical's history and understand the potential risks before investing.
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