InterContinental Stock Forecast - Polynomial Regression

IC1H Stock  EUR 118.00  2.00  1.67%   
The Polynomial Regression forecasted value of InterContinental Hotels Group on the next trading day is expected to be 122.79 with a mean absolute deviation of 1.59 and the sum of the absolute errors of 97.07. InterContinental Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of InterContinental's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
InterContinental polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for InterContinental Hotels Group as well as the accuracy indicators are determined from the period prices.

InterContinental Polynomial Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Polynomial Regression forecasted value of InterContinental Hotels Group on the next trading day is expected to be 122.79 with a mean absolute deviation of 1.59, mean absolute percentage error of 4.32, and the sum of the absolute errors of 97.07.
Please note that although there have been many attempts to predict InterContinental 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 InterContinental's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

InterContinental Stock Forecast Pattern

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InterContinental Forecasted Value

In the context of forecasting InterContinental'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. InterContinental's downside and upside margins for the forecasting period are 121.48 and 124.10, respectively. We have considered InterContinental'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
118.00
121.48
Downside
122.79
Expected Value
124.10
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 InterContinental stock data series using in forecasting. Note that when a statistical model is used to represent InterContinental 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 Criteria119.5744
BiasArithmetic mean of the errors None
MADMean absolute deviation1.5913
MAPEMean absolute percentage error0.0151
SAESum of the absolute errors97.0699
A single variable polynomial regression model attempts to put a curve through the InterContinental 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 InterContinental

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as InterContinental Hotels. 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
116.69118.00119.31
Details
Intrinsic
Valuation
LowRealHigh
106.20131.72133.03
Details
Bollinger
Band Projection (param)
LowMiddleHigh
113.82117.10120.38
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as InterContinental. Your research has to be compared to or analyzed against InterContinental's peers to derive any actionable benefits. When done correctly, InterContinental'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 InterContinental Hotels.

Other Forecasting Options for InterContinental

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

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

InterContinental Hotels 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 InterContinental'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 InterContinental's current price.

InterContinental Market Strength Events

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

InterContinental Risk Indicators

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

Currently Active Assets on Macroaxis

Additional Information and Resources on Investing in InterContinental Stock

When determining whether InterContinental Hotels is a strong investment it is important to analyze InterContinental'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 InterContinental's future performance. For an informed investment choice regarding InterContinental Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of InterContinental to cross-verify your projections.
You can also try the Watchlist Optimization module to optimize watchlists to build efficient portfolios or rebalance existing positions based on the mean-variance optimization algorithm.
Please note, there is a significant difference between InterContinental's value and its price as these two are different measures arrived at by different means. Investors typically determine if InterContinental is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, InterContinental'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.