Parabellum Acquisition Pink Sheet Forecast - Polynomial Regression

PRBMDelisted Stock  USD 10.18  0.00  0.00%   
The Polynomial Regression forecasted value of Parabellum Acquisition Corp on the next trading day is expected to be 10.11 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.29. Parabellum Pink Sheet Forecast is based on your current time horizon.
  
Parabellum Acquisition polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Parabellum Acquisition Corp as well as the accuracy indicators are determined from the period prices.

Parabellum Acquisition Polynomial Regression Price Forecast For the 7th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Parabellum Acquisition Corp on the next trading day is expected to be 10.11 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.29.
Please note that although there have been many attempts to predict Parabellum Pink Sheet 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 Parabellum Acquisition's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Parabellum Acquisition Pink Sheet Forecast Pattern

Backtest Parabellum AcquisitionParabellum Acquisition Price PredictionBuy or Sell Advice 

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 Parabellum Acquisition pink sheet data series using in forecasting. Note that when a statistical model is used to represent Parabellum Acquisition pink sheet, 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 Criteria99.4548
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0423
MAPEMean absolute percentage error0.0041
SAESum of the absolute errors2.2859
A single variable polynomial regression model attempts to put a curve through the Parabellum 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 + ... + am*Xm

Predictive Modules for Parabellum 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 Parabellum Acquisition. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
10.1810.1810.18
Details
Intrinsic
Valuation
LowRealHigh
8.718.7111.20
Details
Bollinger
Band Projection (param)
LowMiddleHigh
10.0810.2210.36
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Parabellum Acquisition. Your research has to be compared to or analyzed against Parabellum Acquisition's peers to derive any actionable benefits. When done correctly, Parabellum 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 Parabellum Acquisition.

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

Parabellum Acquisition Market Strength Events

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

Parabellum Acquisition Risk Indicators

The analysis of Parabellum Acquisition'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 Parabellum Acquisition's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting parabellum pink sheet 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.

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect
Check out Your Equity Center 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 labor statistics.
You can also try the Portfolio Anywhere module to track or share privately all of your investments from the convenience of any device.

Other Consideration for investing in Parabellum Pink Sheet

If you are still planning to invest in Parabellum Acquisition 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 Parabellum Acquisition's history and understand the potential risks before investing.
Global Markets Map
Get a quick overview of global market snapshot using zoomable world map. Drill down to check world indexes
Efficient Frontier
Plot and analyze your portfolio and positions against risk-return landscape of the market.
Top Crypto Exchanges
Search and analyze digital assets across top global cryptocurrency exchanges
Portfolio Dashboard
Portfolio dashboard that provides centralized access to all your investments
Portfolio Center
All portfolio management and optimization tools to improve performance of your portfolios
Technical Analysis
Check basic technical indicators and analysis based on most latest market data
Analyst Advice
Analyst recommendations and target price estimates broken down by several categories
Pair Correlation
Compare performance and examine fundamental relationship between any two equity instruments
Earnings Calls
Check upcoming earnings announcements updated hourly across public exchanges