Babylon Holdings Stock Forecast - Polynomial Regression

BBLNDelisted Stock  USD 0.03  0.03  45.45%   
The Polynomial Regression forecasted value of Babylon Holdings on the next trading day is expected to be -0.83 with a mean absolute deviation of 0.65 and the sum of the absolute errors of 39.95. Babylon Stock Forecast is based on your current time horizon.
  
Babylon Holdings polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Babylon Holdings as well as the accuracy indicators are determined from the period prices.

Babylon Holdings Polynomial Regression Price Forecast For the 18th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Babylon Holdings on the next trading day is expected to be -0.83 with a mean absolute deviation of 0.65, mean absolute percentage error of 0.89, and the sum of the absolute errors of 39.95.
Please note that although there have been many attempts to predict Babylon 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 Babylon Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Babylon Holdings 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 Babylon Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Babylon Holdings 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 Criteria117.9928
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6549
MAPEMean absolute percentage error2.0616
SAESum of the absolute errors39.947
A single variable polynomial regression model attempts to put a curve through the Babylon Holdings 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 Babylon Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Babylon Holdings. 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
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Babylon Holdings 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 Babylon Holdings stock to make a market-neutral strategy. Peer analysis of Babylon Holdings could also be used in its relative valuation, which is a method of valuing Babylon Holdings by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Babylon Holdings Market Strength Events

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

Babylon Holdings Risk Indicators

The analysis of Babylon Holdings' 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 Babylon Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting babylon 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.
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 signals in bureau of economic analysis.
You can also try the Portfolio Suggestion module to get suggestions outside of your existing asset allocation including your own model portfolios.

Other Consideration for investing in Babylon Stock

If you are still planning to invest in Babylon Holdings 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 Babylon Holdings' history and understand the potential risks before investing.
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