Graham Holdings Stock Forecast - Polynomial Regression

WPOB Stock  EUR 900.00  10.00  1.12%   
The Polynomial Regression forecasted value of Graham Holdings Co on the next trading day is expected to be 899.59 with a mean absolute deviation of 21.43 and the sum of the absolute errors of 1,329. Graham Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Graham Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Graham Holdings polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Graham Holdings Co as well as the accuracy indicators are determined from the period prices.

Graham Holdings Polynomial Regression Price Forecast For the 12th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Graham Holdings Co on the next trading day is expected to be 899.59 with a mean absolute deviation of 21.43, mean absolute percentage error of 757.34, and the sum of the absolute errors of 1,329.
Please note that although there have been many attempts to predict Graham 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 Graham Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Graham Holdings Stock Forecast Pattern

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Graham Holdings Forecasted Value

In the context of forecasting Graham Holdings' 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. Graham Holdings' downside and upside margins for the forecasting period are 897.24 and 901.95, respectively. We have considered Graham Holdings' 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
900.00
897.24
Downside
899.59
Expected Value
901.95
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 Graham Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Graham Holdings 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 Criteria126.5782
BiasArithmetic mean of the errors None
MADMean absolute deviation21.4325
MAPEMean absolute percentage error0.0278
SAESum of the absolute errors1328.8181
A single variable polynomial regression model attempts to put a curve through the Graham Holdings 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 Graham Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Graham Holdings. 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
897.64900.00902.36
Details
Intrinsic
Valuation
LowRealHigh
713.38715.74990.00
Details
Bollinger
Band Projection (param)
LowMiddleHigh
854.04885.00915.96
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Graham Holdings. Your research has to be compared to or analyzed against Graham Holdings' peers to derive any actionable benefits. When done correctly, Graham Holdings' 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 Graham Holdings.

Other Forecasting Options for Graham Holdings

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

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

Graham Holdings 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 Graham Holdings' 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 Graham Holdings' current price.

Graham Holdings Market Strength Events

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

Graham Holdings Risk Indicators

The analysis of Graham Holdings' 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 Graham Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting graham 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 Graham Stock

When determining whether Graham Holdings offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Graham Holdings' financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Graham Holdings Co Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Graham Holdings Co Stock:
Check out Historical Fundamental Analysis of Graham Holdings to cross-verify your projections.
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Please note, there is a significant difference between Graham Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if Graham Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Graham Holdings' 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.