BioAffinity Technologies Stock Forecast - Simple Regression

BIAFW Stock  USD 0.72  0.03  4.00%   
The Simple Regression forecasted value of bioAffinity Technologies Warrant on the next trading day is expected to be 0.64 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 8.99. BioAffinity Stock Forecast is based on your current time horizon.
  
Inventory Turnover is likely to climb to 98.89 in 2024. Payables Turnover is likely to climb to 3.02 in 2024. Common Stock Shares Outstanding is likely to drop to about 5.7 M in 2024.
Simple Regression model is a single variable regression model that attempts to put a straight line through BioAffinity Technologies price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

BioAffinity Technologies Simple Regression Price Forecast For the 30th of November

Given 90 days horizon, the Simple Regression forecasted value of bioAffinity Technologies Warrant on the next trading day is expected to be 0.64 with a mean absolute deviation of 0.15, mean absolute percentage error of 0.04, and the sum of the absolute errors of 8.99.
Please note that although there have been many attempts to predict BioAffinity 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 BioAffinity Technologies' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BioAffinity Technologies Stock Forecast Pattern

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BioAffinity Technologies Forecasted Value

In the context of forecasting BioAffinity Technologies' Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. BioAffinity Technologies' downside and upside margins for the forecasting period are 0.01 and 17.98, respectively. We have considered BioAffinity Technologies' daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
0.72
0.64
Expected Value
17.98
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of BioAffinity Technologies stock data series using in forecasting. Note that when a statistical model is used to represent BioAffinity Technologies 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 Criteria114.8018
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1474
MAPEMean absolute percentage error0.1375
SAESum of the absolute errors8.9938
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as bioAffinity Technologies Warrant historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for BioAffinity Technologies

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BioAffinity Technologies. 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
0.040.7118.19
Details
Intrinsic
Valuation
LowRealHigh
0.040.7218.20
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as BioAffinity Technologies. Your research has to be compared to or analyzed against BioAffinity Technologies' peers to derive any actionable benefits. When done correctly, BioAffinity Technologies' 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 BioAffinity Technologies.

Other Forecasting Options for BioAffinity Technologies

For every potential investor in BioAffinity, whether a beginner or expert, BioAffinity Technologies' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. BioAffinity Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in BioAffinity. Basic forecasting techniques help filter out the noise by identifying BioAffinity Technologies' price trends.

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

BioAffinity Technologies Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of BioAffinity Technologies' price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of BioAffinity Technologies' current price.

BioAffinity Technologies Market Strength Events

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

BioAffinity Technologies Risk Indicators

The analysis of BioAffinity Technologies' 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 BioAffinity Technologies' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bioaffinity 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.

Also Currently Popular

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.

Additional Tools for BioAffinity Stock Analysis

When running BioAffinity Technologies' price analysis, check to measure BioAffinity Technologies' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy BioAffinity Technologies is operating at the current time. Most of BioAffinity Technologies' value examination focuses on studying past and present price action to predict the probability of BioAffinity Technologies' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move BioAffinity Technologies' price. Additionally, you may evaluate how the addition of BioAffinity Technologies to your portfolios can decrease your overall portfolio volatility.