Anpac Bio Stock Forecast - Polynomial Regression

ANPCDelisted Stock  USD 4.37  0.20  4.38%   
The Polynomial Regression forecasted value of Anpac Bio Medical on the next trading day is expected to be 4.83 with a mean absolute deviation of 0.76 and the sum of the absolute errors of 46.52. Anpac Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Anpac Bio stock prices and determine the direction of Anpac Bio Medical's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Anpac Bio's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Anpac Bio polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Anpac Bio Medical as well as the accuracy indicators are determined from the period prices.

Anpac Bio Polynomial Regression Price Forecast For the 3rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Anpac Bio Medical on the next trading day is expected to be 4.83 with a mean absolute deviation of 0.76, mean absolute percentage error of 0.88, and the sum of the absolute errors of 46.52.
Please note that although there have been many attempts to predict Anpac 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 Anpac Bio's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Anpac Bio Stock Forecast Pattern

Backtest Anpac BioAnpac Bio 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 Anpac Bio stock data series using in forecasting. Note that when a statistical model is used to represent Anpac Bio 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 Criteria117.9859
BiasArithmetic mean of the errors None
MADMean absolute deviation0.7626
MAPEMean absolute percentage error0.1383
SAESum of the absolute errors46.5208
A single variable polynomial regression model attempts to put a curve through the Anpac Bio 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 Anpac Bio

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Anpac Bio Medical. 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
4.374.374.37
Details
Intrinsic
Valuation
LowRealHigh
4.154.154.81
Details

View Anpac Bio Related Equities

 Risk & Return  Correlation

Anpac Bio Market Strength Events

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

Anpac Bio Risk Indicators

The analysis of Anpac Bio'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 Anpac Bio's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting anpac 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.
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 american community survey.
You can also try the Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.

Other Consideration for investing in Anpac Stock

If you are still planning to invest in Anpac Bio Medical 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 Anpac Bio's history and understand the potential risks before investing.
Transaction History
View history of all your transactions and understand their impact on performance
FinTech Suite
Use AI to screen and filter profitable investment opportunities
Investing Opportunities
Build portfolios using our predefined set of ideas and optimize them against your investing preferences
Equity Search
Search for actively traded equities including funds and ETFs from over 30 global markets
Content Syndication
Quickly integrate customizable finance content to your own investment portal
Funds Screener
Find actively-traded funds from around the world traded on over 30 global exchanges
ETF Categories
List of ETF categories grouped based on various criteria, such as the investment strategy or type of investments
Correlation Analysis
Reduce portfolio risk simply by holding instruments which are not perfectly correlated
Stocks Directory
Find actively traded stocks across global markets