ChampionX Stock Forecast - Polynomial Regression

CHXDelisted Stock  USD 25.81  0.66  2.49%   
The Polynomial Regression forecasted value of ChampionX on the next trading day is expected to be 26.70 with a mean absolute deviation of 0.61 and the sum of the absolute errors of 37.50. ChampionX Stock Forecast is based on your current time horizon.
  
ChampionX polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for ChampionX as well as the accuracy indicators are determined from the period prices.

ChampionX Polynomial Regression Price Forecast For the 1st of November

Given 90 days horizon, the Polynomial Regression forecasted value of ChampionX on the next trading day is expected to be 26.70 with a mean absolute deviation of 0.61, mean absolute percentage error of 0.50, and the sum of the absolute errors of 37.50.
Please note that although there have been many attempts to predict ChampionX 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 ChampionX's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ChampionX Stock Forecast Pattern

Backtest ChampionXChampionX 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 ChampionX stock data series using in forecasting. Note that when a statistical model is used to represent ChampionX 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 Criteria117.4206
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6147
MAPEMean absolute percentage error0.0242
SAESum of the absolute errors37.4986
A single variable polynomial regression model attempts to put a curve through the ChampionX 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 ChampionX

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ChampionX. 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
25.8125.8125.81
Details
Intrinsic
Valuation
LowRealHigh
21.8821.8828.39
Details
Bollinger
Band Projection (param)
LowMiddleHigh
24.4326.0227.62
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as ChampionX. Your research has to be compared to or analyzed against ChampionX's peers to derive any actionable benefits. When done correctly, ChampionX'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 ChampionX.

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

ChampionX Market Strength Events

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

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 census.
You can also try the Efficient Frontier module to plot and analyze your portfolio and positions against risk-return landscape of the market..

Other Consideration for investing in ChampionX Stock

If you are still planning to invest in ChampionX 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 ChampionX's history and understand the potential risks before investing.
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