Petrochemical Stock Forecast - Double Exponential Smoothing

PTCH Stock  ILS 293.00  0.00  0.00%   
The Double Exponential Smoothing forecasted value of Petrochemical on the next trading day is expected to be 293.10 with a mean absolute deviation of  5.76  and the sum of the absolute errors of 345.84. Petrochemical Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Petrochemical stock prices and determine the direction of Petrochemical's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Petrochemical's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Petrochemical to cross-verify your projections.
  
Most investors in Petrochemical 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 Petrochemical's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Petrochemical'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 Petrochemical works best with periods where there are trends or seasonality.

Petrochemical Double Exponential Smoothing Price Forecast For the 26th of April

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Petrochemical on the next trading day is expected to be 293.10 with a mean absolute deviation of 5.76, mean absolute percentage error of 56.37, and the sum of the absolute errors of 345.84.
Please note that although there have been many attempts to predict Petrochemical 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 Petrochemical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Petrochemical Stock Forecast Pattern

Backtest PetrochemicalPetrochemical Price PredictionBuy or Sell Advice 

Petrochemical Forecasted Value

In the context of forecasting Petrochemical'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. Petrochemical's downside and upside margins for the forecasting period are 290.72 and 295.48, respectively. We have considered Petrochemical'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
293.00
290.72
Downside
293.10
Expected Value
295.48
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 Petrochemical stock data series using in forecasting. Note that when a statistical model is used to represent Petrochemical 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 -1.0808
MADMean absolute deviation5.764
MAPEMean absolute percentage error0.0195
SAESum of the absolute errors345.8428
When Petrochemical 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 Petrochemical 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 Petrochemical observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Petrochemical

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Petrochemical. 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 Petrochemical'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
282.87285.20287.53
Details
Intrinsic
Valuation
LowRealHigh
241.96244.29313.72
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Petrochemical. Your research has to be compared to or analyzed against Petrochemical's peers to derive any actionable benefits. When done correctly, Petrochemical'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 Petrochemical.

Other Forecasting Options for Petrochemical

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

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

Petrochemical 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 Petrochemical'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 Petrochemical's current price.

Petrochemical Market Strength Events

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

Petrochemical Risk Indicators

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

Becoming a Better Investor with Macroaxis

Macroaxis puts the power of mathematics on your side. We analyze your portfolios and positions such as Petrochemical using complex mathematical models and algorithms, but make them easy to understand. There is no real person involved in your portfolio analysis. We perform a number of calculations to compute absolute and relative portfolio volatility, correlation between your assets, value at risk, expected return as well as over 100 different fundamental and technical indicators.

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Check out Historical Fundamental Analysis of Petrochemical to cross-verify your projections.
You can also try the Investing Opportunities module to build portfolios using our predefined set of ideas and optimize them against your investing preferences.

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When running Petrochemical's price analysis, check to measure Petrochemical'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 Petrochemical is operating at the current time. Most of Petrochemical's value examination focuses on studying past and present price action to predict the probability of Petrochemical's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Petrochemical's price. Additionally, you may evaluate how the addition of Petrochemical to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Petrochemical's value and its price as these two are different measures arrived at by different means. Investors typically determine if Petrochemical is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Petrochemical'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.