SUNCOKE ENERGY Stock Forecast - Simple Exponential Smoothing

S01 Stock  EUR 12.00  0.20  1.69%   
The Simple Exponential Smoothing forecasted value of SUNCOKE ENERGY on the next trading day is expected to be 12.00 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.60. SUNCOKE Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast SUNCOKE ENERGY stock prices and determine the direction of SUNCOKE ENERGY's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of SUNCOKE ENERGY's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
SUNCOKE ENERGY simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for SUNCOKE ENERGY are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as SUNCOKE ENERGY prices get older.

SUNCOKE ENERGY Simple Exponential Smoothing Price Forecast For the 5th of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of SUNCOKE ENERGY on the next trading day is expected to be 12.00 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.09, and the sum of the absolute errors of 9.60.
Please note that although there have been many attempts to predict SUNCOKE 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 SUNCOKE ENERGY's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

SUNCOKE ENERGY Stock Forecast Pattern

Backtest SUNCOKE ENERGYSUNCOKE ENERGY Price PredictionBuy or Sell Advice 

SUNCOKE ENERGY Forecasted Value

In the context of forecasting SUNCOKE ENERGY'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. SUNCOKE ENERGY's downside and upside margins for the forecasting period are 8.60 and 15.40, respectively. We have considered SUNCOKE ENERGY'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
12.00
12.00
Expected Value
15.40
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of SUNCOKE ENERGY stock data series using in forecasting. Note that when a statistical model is used to represent SUNCOKE ENERGY 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 Criteria113.9021
BiasArithmetic mean of the errors -0.0853
MADMean absolute deviation0.16
MAPEMean absolute percentage error0.0172
SAESum of the absolute errors9.6
This simple exponential smoothing model begins by setting SUNCOKE ENERGY forecast for the second period equal to the observation of the first period. In other words, recent SUNCOKE ENERGY observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for SUNCOKE ENERGY

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as SUNCOKE ENERGY. 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
8.6012.0015.40
Details
Intrinsic
Valuation
LowRealHigh
9.3112.7116.11
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.5111.6811.85
Details

Other Forecasting Options for SUNCOKE ENERGY

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

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

SUNCOKE ENERGY 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 SUNCOKE ENERGY'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 SUNCOKE ENERGY's current price.

SUNCOKE ENERGY Market Strength Events

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

SUNCOKE ENERGY Risk Indicators

The analysis of SUNCOKE ENERGY'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 SUNCOKE ENERGY's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting suncoke 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.

Additional Information and Resources on Investing in SUNCOKE Stock

When determining whether SUNCOKE ENERGY offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of SUNCOKE ENERGY's 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 Suncoke Energy Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Suncoke Energy Stock:
Check out Historical Fundamental Analysis of SUNCOKE ENERGY to cross-verify your projections.
For information on how to trade SUNCOKE Stock refer to our How to Trade SUNCOKE Stock guide.
You can also try the ETFs module to find actively traded Exchange Traded Funds (ETF) from around the world.
Please note, there is a significant difference between SUNCOKE ENERGY's value and its price as these two are different measures arrived at by different means. Investors typically determine if SUNCOKE ENERGY is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, SUNCOKE ENERGY'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.