Aleafia Health Pink Sheet Forecast - Polynomial Regression

ALEAFDelisted Stock  USD 0.02  0.00  0.00%   
The Polynomial Regression forecasted value of Aleafia Health on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.000011 and the sum of the absolute errors of 0.0006. Aleafia Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Aleafia Health's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Aleafia Health polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Aleafia Health as well as the accuracy indicators are determined from the period prices.

Aleafia Health Polynomial Regression Price Forecast For the 3rd of January

Given 90 days horizon, the Polynomial Regression forecasted value of Aleafia Health on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.000011, mean absolute percentage error of 0, and the sum of the absolute errors of 0.0006.
Please note that although there have been many attempts to predict Aleafia 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 Aleafia Health's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Aleafia Health Pink Sheet 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 Aleafia Health pink sheet data series using in forecasting. Note that when a statistical model is used to represent Aleafia Health 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 Criteria95.9153
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error7.0E-4
SAESum of the absolute errors6.0E-4
A single variable polynomial regression model attempts to put a curve through the Aleafia Health 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 Aleafia Health

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aleafia Health. 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
0.010.020.02
Details
Intrinsic
Valuation
LowRealHigh
0.010.010.02
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Aleafia Health. Your research has to be compared to or analyzed against Aleafia Health's peers to derive any actionable benefits. When done correctly, Aleafia Health'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 Aleafia Health.

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 Risk & Return  Correlation

Aleafia Health Market Strength Events

Market strength indicators help investors to evaluate how Aleafia Health 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 Aleafia Health shares will generate the highest return on investment. By undertsting and applying Aleafia Health pink sheet market strength indicators, traders can identify Aleafia Health entry and exit signals to maximize returns.

Aleafia Health Risk Indicators

The analysis of Aleafia Health'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 Aleafia Health's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aleafia 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.

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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 nation.
You can also try the Risk-Return Analysis module to view associations between returns expected from investment and the risk you assume.

Other Consideration for investing in Aleafia Pink Sheet

If you are still planning to invest in Aleafia Health 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 Aleafia Health's history and understand the potential risks before investing.
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