GrafTech International Stock Forecast - Double Exponential Smoothing

EAF Stock  USD 1.38  0.08  6.15%   
The Double Exponential Smoothing forecasted value of GrafTech International on the next trading day is expected to be 1.36 with a mean absolute deviation of  0.07  and the sum of the absolute errors of 4.13. GrafTech Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast GrafTech International stock prices and determine the direction of GrafTech International's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of GrafTech International's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of GrafTech International to cross-verify your projections.
For more detail on how to invest in GrafTech Stock please use our How to Invest in GrafTech International guide.
  

Open Interest Against 2024-04-19 GrafTech Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast GrafTech International's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in GrafTech International's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for GrafTech International stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current GrafTech International's open interest, investors have to compare it to GrafTech International's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of GrafTech International is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in GrafTech. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in GrafTech International cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the GrafTech International's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets GrafTech International's price structures and extracts relationships that further increase the generated results' accuracy.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for GrafTech International works best with periods where there are trends or seasonality.

GrafTech International Double Exponential Smoothing Price Forecast For the 30th of March

Given 90 days horizon, the Double Exponential Smoothing forecasted value of GrafTech International on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.13.
Please note that although there have been many attempts to predict GrafTech 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 GrafTech International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

GrafTech International Stock Forecast Pattern

Backtest GrafTech InternationalGrafTech International Price PredictionBuy or Sell Advice 

GrafTech International Forecasted Value

In the context of forecasting GrafTech International'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. GrafTech International's downside and upside margins for the forecasting period are 0.01 and 6.57, respectively. We have considered GrafTech International'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
1.38
1.36
Expected Value
6.57
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of GrafTech International stock data series using in forecasting. Note that when a statistical model is used to represent GrafTech International 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 CriteriaHuge
BiasArithmetic mean of the errors -0.0123
MADMean absolute deviation0.0689
MAPEMean absolute percentage error0.0445
SAESum of the absolute errors4.1313
When GrafTech International prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any GrafTech International trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent GrafTech International observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for GrafTech International

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as GrafTech International. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of GrafTech International's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
0.071.386.58
Details
Intrinsic
Valuation
LowRealHigh
0.061.276.47
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as GrafTech International. Your research has to be compared to or analyzed against GrafTech International's peers to derive any actionable benefits. When done correctly, GrafTech International'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 GrafTech International.

Other Forecasting Options for GrafTech International

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

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

GrafTech International 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 GrafTech International'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 GrafTech International's current price.

GrafTech International Market Strength Events

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

GrafTech International Risk Indicators

The analysis of GrafTech International'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 GrafTech International's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting graftech 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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards GrafTech International in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, GrafTech International's short interest history, or implied volatility extrapolated from GrafTech International options trading.

Pair Trading with GrafTech International

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if GrafTech International position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in GrafTech International will appreciate offsetting losses from the drop in the long position's value.

Moving together with GrafTech Stock

  0.61KE Kimball Electronics Financial Report 2nd of May 2024 PairCorr

Moving against GrafTech Stock

  0.55AYI Acuity Brands Earnings Call This WeekPairCorr
  0.52WIRE Encore Wire Financial Report 23rd of April 2024 PairCorr
  0.45ELVA Electrovaya Common SharesPairCorr
The ability to find closely correlated positions to GrafTech International could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace GrafTech International when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back GrafTech International - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling GrafTech International to buy it.
The correlation of GrafTech International is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as GrafTech International moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if GrafTech International moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for GrafTech International can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
When determining whether GrafTech International is a strong investment it is important to analyze GrafTech International'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 GrafTech International's future performance. For an informed investment choice regarding GrafTech Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of GrafTech International to cross-verify your projections.
For more detail on how to invest in GrafTech Stock please use our How to Invest in GrafTech International guide.
Note that the GrafTech International information on this page should be used as a complementary analysis to other GrafTech International's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Risk-Return Analysis module to view associations between returns expected from investment and the risk you assume.

Complementary Tools for GrafTech Stock analysis

When running GrafTech International's price analysis, check to measure GrafTech International'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 GrafTech International is operating at the current time. Most of GrafTech International's value examination focuses on studying past and present price action to predict the probability of GrafTech International's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move GrafTech International's price. Additionally, you may evaluate how the addition of GrafTech International to your portfolios can decrease your overall portfolio volatility.
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Is GrafTech International's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of GrafTech International. If investors know GrafTech will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about GrafTech International listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of GrafTech International is measured differently than its book value, which is the value of GrafTech that is recorded on the company's balance sheet. Investors also form their own opinion of GrafTech International's value that differs from its market value or its book value, called intrinsic value, which is GrafTech International's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because GrafTech International's market value can be influenced by many factors that don't directly affect GrafTech International's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between GrafTech International's value and its price as these two are different measures arrived at by different means. Investors typically determine if GrafTech International is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, GrafTech International'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.