Precipio Stock Forecast - Polynomial Regression

PRPO Stock  USD 5.72  0.23  3.87%   
The Polynomial Regression forecasted value of Precipio on the next trading day is expected to be 5.81 with a mean absolute deviation of 0.13 and the sum of the absolute errors of 7.72. Precipio Stock Forecast is based on your current time horizon. Although Precipio's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Precipio's systematic risk associated with finding meaningful patterns of Precipio fundamentals over time.
  
At this time, Precipio's Inventory Turnover is very stable compared to the past year. As of the 28th of November 2024, Payables Turnover is likely to grow to 15.50, while Asset Turnover is likely to drop 0.79. . As of the 28th of November 2024, Common Stock Shares Outstanding is likely to grow to about 1.4 M, while Net Loss is likely to drop (10.3 M).
Precipio polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Precipio as well as the accuracy indicators are determined from the period prices.

Precipio Polynomial Regression Price Forecast For the 29th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Precipio on the next trading day is expected to be 5.81 with a mean absolute deviation of 0.13, mean absolute percentage error of 0.02, and the sum of the absolute errors of 7.72.
Please note that although there have been many attempts to predict Precipio 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 Precipio's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Precipio Stock Forecast Pattern

Backtest PrecipioPrecipio Price PredictionBuy or Sell Advice 

Precipio Forecasted Value

In the context of forecasting Precipio'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. Precipio's downside and upside margins for the forecasting period are 3.20 and 8.41, respectively. We have considered Precipio'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
5.72
5.81
Expected Value
8.41
Upside

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 Precipio stock data series using in forecasting. Note that when a statistical model is used to represent Precipio 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 Criteria114.3614
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1265
MAPEMean absolute percentage error0.0197
SAESum of the absolute errors7.7177
A single variable polynomial regression model attempts to put a curve through the Precipio 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 Precipio

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Precipio. 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
3.075.688.29
Details
Intrinsic
Valuation
LowRealHigh
5.1514.1316.74
Details
1 Analysts
Consensus
LowTargetHigh
36.4040.0044.40
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details

Other Forecasting Options for Precipio

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

View Precipio Related Equities

 Risk & Return  Correlation

Precipio 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 Precipio'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 Precipio's current price.

Precipio Market Strength Events

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

Precipio Risk Indicators

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

Pair Trading with Precipio

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Precipio position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Precipio will appreciate offsetting losses from the drop in the long position's value.

Moving against Precipio Stock

  0.76LH LaboratoryPairCorr
  0.73GH Guardant HealthPairCorr
  0.7VREX Varex Imaging CorpPairCorr
  0.68ENOV Enovis CorpPairCorr
  0.58DXCM DexCom IncPairCorr
The ability to find closely correlated positions to Precipio could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Precipio when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Precipio - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Precipio to buy it.
The correlation of Precipio is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Precipio moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Precipio moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Precipio can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
When determining whether Precipio offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Precipio's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Precipio Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Precipio Stock:
Check out Historical Fundamental Analysis of Precipio to cross-verify your projections.
To learn how to invest in Precipio Stock, please use our How to Invest in Precipio guide.
You can also try the Portfolio Manager module to state of the art Portfolio Manager to monitor and improve performance of your invested capital.
Is Health Care Providers & Services 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 Precipio. If investors know Precipio 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 Precipio listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(1.81)
Revenue Per Share
11.73
Quarterly Revenue Growth
0.257
Return On Assets
(0.19)
Return On Equity
(0.29)
The market value of Precipio is measured differently than its book value, which is the value of Precipio that is recorded on the company's balance sheet. Investors also form their own opinion of Precipio's value that differs from its market value or its book value, called intrinsic value, which is Precipio'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 Precipio's market value can be influenced by many factors that don't directly affect Precipio'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 Precipio's value and its price as these two are different measures arrived at by different means. Investors typically determine if Precipio is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Precipio'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.