Ceridian HCM Stock Forecast - Polynomial Regression

CDAYDelisted Stock  USD 68.42  0.65  0.94%   
The Polynomial Regression forecasted value of Ceridian HCM Holding on the next trading day is expected to be 68.67 with a mean absolute deviation of 1.62 and the sum of the absolute errors of 98.59. Ceridian Stock Forecast is based on your current time horizon.
  
Ceridian HCM polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Ceridian HCM Holding as well as the accuracy indicators are determined from the period prices.

Ceridian HCM Polynomial Regression Price Forecast For the 25th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Ceridian HCM Holding on the next trading day is expected to be 68.67 with a mean absolute deviation of 1.62, mean absolute percentage error of 3.87, and the sum of the absolute errors of 98.59.
Please note that although there have been many attempts to predict Ceridian 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 Ceridian HCM's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ceridian HCM Stock Forecast Pattern

Backtest Ceridian HCMCeridian HCM 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 Ceridian HCM stock data series using in forecasting. Note that when a statistical model is used to represent Ceridian HCM 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 Criteria119.464
BiasArithmetic mean of the errors None
MADMean absolute deviation1.6162
MAPEMean absolute percentage error0.0254
SAESum of the absolute errors98.5891
A single variable polynomial regression model attempts to put a curve through the Ceridian HCM 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 Ceridian HCM

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ceridian HCM 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
68.4268.4268.42
Details
Intrinsic
Valuation
LowRealHigh
56.4156.4175.26
Details
Bollinger
Band Projection (param)
LowMiddleHigh
68.2768.5068.73
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Ceridian HCM. Your research has to be compared to or analyzed against Ceridian HCM's peers to derive any actionable benefits. When done correctly, Ceridian HCM'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 Ceridian HCM Holding.

View Ceridian HCM Related Equities

 Risk & Return  Correlation

Ceridian HCM Market Strength Events

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

Ceridian HCM Risk Indicators

The analysis of Ceridian HCM'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 Ceridian HCM's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ceridian 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 nation.
You can also try the Transaction History module to view history of all your transactions and understand their impact on performance.

Other Consideration for investing in Ceridian Stock

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