WW Grainger Stock Forecast - Polynomial Regression

GWW Stock  EUR 1,142  6.50  0.57%   
The Polynomial Regression forecasted value of WW Grainger on the next trading day is expected to be 1,164 with a mean absolute deviation of 19.37 and the sum of the absolute errors of 1,182. GWW Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of WW Grainger's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
WW Grainger polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for WW Grainger as well as the accuracy indicators are determined from the period prices.

WW Grainger Polynomial Regression Price Forecast For the 1st of December

Given 90 days horizon, the Polynomial Regression forecasted value of WW Grainger on the next trading day is expected to be 1,164 with a mean absolute deviation of 19.37, mean absolute percentage error of 620.86, and the sum of the absolute errors of 1,182.
Please note that although there have been many attempts to predict GWW 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 WW Grainger's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

WW Grainger Stock Forecast Pattern

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WW Grainger Forecasted Value

In the context of forecasting WW Grainger'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. WW Grainger's downside and upside margins for the forecasting period are 1,162 and 1,165, respectively. We have considered WW Grainger'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
1,142
1,164
Expected Value
1,165
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 WW Grainger stock data series using in forecasting. Note that when a statistical model is used to represent WW Grainger 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 Criteria124.5416
BiasArithmetic mean of the errors None
MADMean absolute deviation19.371
MAPEMean absolute percentage error0.019
SAESum of the absolute errors1181.6282
A single variable polynomial regression model attempts to put a curve through the WW Grainger 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 WW Grainger

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as WW Grainger. 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
1,1411,1421,144
Details
Intrinsic
Valuation
LowRealHigh
1,0281,2621,263
Details
Bollinger
Band Projection (param)
LowMiddleHigh
1,0861,1301,174
Details

Other Forecasting Options for WW Grainger

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

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

WW Grainger 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 WW Grainger'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 WW Grainger's current price.

WW Grainger Market Strength Events

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

WW Grainger Risk Indicators

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

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Additional Information and Resources on Investing in GWW Stock

When determining whether WW Grainger is a strong investment it is important to analyze WW Grainger's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact WW Grainger's future performance. For an informed investment choice regarding GWW Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of WW Grainger to cross-verify your projections.
For more detail on how to invest in GWW Stock please use our How to Invest in WW Grainger guide.
You can also try the Portfolio Rebalancing module to analyze risk-adjusted returns against different time horizons to find asset-allocation targets.
Please note, there is a significant difference between WW Grainger's value and its price as these two are different measures arrived at by different means. Investors typically determine if WW Grainger is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, WW Grainger'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.