Chordate Medical Stock Forecast - Polynomial Regression

CMH Stock   12.55  0.25  1.95%   
The Polynomial Regression forecasted value of Chordate Medical Holding on the next trading day is expected to be 15.11 with a mean absolute deviation of 2.31 and the sum of the absolute errors of 141.00. Chordate Stock Forecast is based on your current time horizon.
  
Chordate Medical polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Chordate Medical Holding as well as the accuracy indicators are determined from the period prices.

Chordate Medical Polynomial Regression Price Forecast For the 24th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Chordate Medical Holding on the next trading day is expected to be 15.11 with a mean absolute deviation of 2.31, mean absolute percentage error of 9.49, and the sum of the absolute errors of 141.00.
Please note that although there have been many attempts to predict Chordate 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 Chordate Medical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Chordate Medical Stock Forecast Pattern

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Chordate Medical Forecasted Value

In the context of forecasting Chordate Medical'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. Chordate Medical's downside and upside margins for the forecasting period are 9.17 and 21.06, respectively. We have considered Chordate Medical'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
12.55
15.11
Expected Value
21.06
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 Chordate Medical stock data series using in forecasting. Note that when a statistical model is used to represent Chordate Medical 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 Criteria120.3604
BiasArithmetic mean of the errors None
MADMean absolute deviation2.3114
MAPEMean absolute percentage error0.0897
SAESum of the absolute errors140.9984
A single variable polynomial regression model attempts to put a curve through the Chordate Medical 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 Chordate Medical

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Chordate Medical Holding. 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
6.6412.5518.46
Details
Intrinsic
Valuation
LowRealHigh
6.1412.0517.96
Details

Other Forecasting Options for Chordate Medical

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

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

Chordate Medical Holding 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 Chordate Medical'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 Chordate Medical's current price.

Chordate Medical Market Strength Events

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

Chordate Medical Risk Indicators

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

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for Chordate Stock Analysis

When running Chordate Medical's price analysis, check to measure Chordate Medical's 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 Chordate Medical is operating at the current time. Most of Chordate Medical's value examination focuses on studying past and present price action to predict the probability of Chordate Medical's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Chordate Medical's price. Additionally, you may evaluate how the addition of Chordate Medical to your portfolios can decrease your overall portfolio volatility.