Ithaca Energy Stock Forecast - Polynomial Regression

ITH Stock   103.40  16.68  13.89%   
The Polynomial Regression forecasted value of Ithaca Energy PLC on the next trading day is expected to be 113.02 with a mean absolute deviation of 3.68 and the sum of the absolute errors of 227.88. Ithaca Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ithaca Energy stock prices and determine the direction of Ithaca Energy PLC's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Ithaca Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Ithaca Energy's Net Debt is projected to increase significantly based on the last few years of reporting. The current year's Retained Earnings is expected to grow to about 2 B, whereas Other Current Liabilities is forecasted to decline to about 339.2 M.
Ithaca Energy polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Ithaca Energy PLC as well as the accuracy indicators are determined from the period prices.

Ithaca Energy Polynomial Regression Price Forecast For the 30th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Ithaca Energy PLC on the next trading day is expected to be 113.02 with a mean absolute deviation of 3.68, mean absolute percentage error of 21.89, and the sum of the absolute errors of 227.88.
Please note that although there have been many attempts to predict Ithaca 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 Ithaca Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ithaca Energy Stock Forecast Pattern

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Ithaca Energy Forecasted Value

In the context of forecasting Ithaca 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. Ithaca Energy's downside and upside margins for the forecasting period are 109.50 and 116.54, respectively. We have considered Ithaca 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
103.40
109.50
Downside
113.02
Expected Value
116.54
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 Ithaca Energy stock data series using in forecasting. Note that when a statistical model is used to represent Ithaca 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 Criteria123.0344
BiasArithmetic mean of the errors None
MADMean absolute deviation3.6755
MAPEMean absolute percentage error0.0344
SAESum of the absolute errors227.8808
A single variable polynomial regression model attempts to put a curve through the Ithaca Energy 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 Ithaca 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 Ithaca Energy PLC. 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
100.30103.82107.34
Details
Intrinsic
Valuation
LowRealHigh
93.8697.38113.74
Details
Bollinger
Band Projection (param)
LowMiddleHigh
90.41103.35116.28
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.010.030.06
Details

Other Forecasting Options for Ithaca Energy

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

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

Ithaca Energy PLC 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 Ithaca 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 Ithaca Energy's current price.

Ithaca Energy Market Strength Events

Market strength indicators help investors to evaluate how Ithaca 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 Ithaca Energy shares will generate the highest return on investment. By undertsting and applying Ithaca Energy stock market strength indicators, traders can identify Ithaca Energy PLC entry and exit signals to maximize returns.

Ithaca Energy Risk Indicators

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

Other Information on Investing in Ithaca Stock

Ithaca Energy financial ratios help investors to determine whether Ithaca Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Ithaca with respect to the benefits of owning Ithaca Energy security.