BioAffinity Technologies, Stock Forecast - Simple Regression

BIAF Stock  USD 1.22  0.02  1.61%   
The Simple Regression forecasted value of bioAffinity Technologies, on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.22 and the sum of the absolute errors of 13.42. BioAffinity Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of BioAffinity Technologies,'s historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The BioAffinity Technologies,'s current Inventory Turnover is estimated to increase to 98.89. The BioAffinity Technologies,'s current Payables Turnover is estimated to increase to 3.02. The current Common Stock Shares Outstanding is estimated to decrease to about 5.7 M. The current Net Loss is estimated to decrease to about (7.6 M).
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 23rd of November

Given 90 days horizon, the Simple Regression forecasted value of bioAffinity Technologies, on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.22, mean absolute percentage error of 0.07, and the sum of the absolute errors of 13.42.
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,'s next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BioAffinity Technologies, Stock Forecast Pattern

Backtest BioAffinity Technologies,BioAffinity Technologies, Price PredictionBuy or Sell Advice 

BioAffinity Technologies, Forecasted Value

In the context of forecasting BioAffinity Technologies,'s 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,'s downside and upside margins for the forecasting period are 0.01 and 8.55, respectively. We have considered BioAffinity Technologies,'s 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
1.22
1.36
Expected Value
8.55
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 Criteria115.4343
BiasArithmetic mean of the errors None
MADMean absolute deviation0.22
MAPEMean absolute percentage error0.1348
SAESum of the absolute errors13.4194
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, 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
0.061.258.44
Details
Intrinsic
Valuation
LowRealHigh
0.122.429.61
Details
1 Analysts
Consensus
LowTargetHigh
5.466.006.66
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,'s peers to derive any actionable benefits. When done correctly, BioAffinity Technologies,'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 bioAffinity Technologies,.

Other Forecasting Options for BioAffinity Technologies,

For every potential investor in BioAffinity, whether a beginner or expert, BioAffinity Technologies,'s 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,'s 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,'s 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,'s 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, entry and exit signals to maximize returns.

BioAffinity Technologies, Risk Indicators

The analysis of BioAffinity Technologies,'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 BioAffinity Technologies,'s 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.

Currently Active Assets on Macroaxis

When determining whether bioAffinity Technologies, is a strong investment it is important to analyze BioAffinity Technologies,'s competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact BioAffinity Technologies,'s future performance. For an informed investment choice regarding BioAffinity Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of BioAffinity Technologies, to cross-verify your projections.
For more detail on how to invest in BioAffinity Stock please use our How to Invest in BioAffinity Technologies, guide.
You can also try the Investing Opportunities module to build portfolios using our predefined set of ideas and optimize them against your investing preferences.
Is Biotechnology space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of BioAffinity Technologies,. If investors know BioAffinity will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about BioAffinity Technologies, listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(0.91)
Revenue Per Share
0.744
Quarterly Revenue Growth
120.474
Return On Assets
(0.70)
Return On Equity
(1.52)
The market value of bioAffinity Technologies, is measured differently than its book value, which is the value of BioAffinity that is recorded on the company's balance sheet. Investors also form their own opinion of BioAffinity Technologies,'s value that differs from its market value or its book value, called intrinsic value, which is BioAffinity Technologies,'s true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because BioAffinity Technologies,'s market value can be influenced by many factors that don't directly affect BioAffinity Technologies,'s underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between BioAffinity Technologies,'s value and its price as these two are different measures arrived at by different means. Investors typically determine if BioAffinity Technologies, is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, BioAffinity Technologies,'s price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.