Restaurant Brands Stock Forecast - Simple Exponential Smoothing

0R6 Stock  EUR 62.82  0.04  0.06%   
The Simple Exponential Smoothing forecasted value of Restaurant Brands International on the next trading day is expected to be 62.83 with a mean absolute deviation of 0.64 and the sum of the absolute errors of 38.61. Restaurant Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Restaurant Brands' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Restaurant Brands 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 Restaurant Brands International are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Restaurant Brands prices get older.

Restaurant Brands Simple Exponential Smoothing Price Forecast For the 24th of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Restaurant Brands International on the next trading day is expected to be 62.83 with a mean absolute deviation of 0.64, mean absolute percentage error of 0.65, and the sum of the absolute errors of 38.61.
Please note that although there have been many attempts to predict Restaurant 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 Restaurant Brands' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Restaurant Brands Stock Forecast Pattern

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Restaurant Brands Forecasted Value

In the context of forecasting Restaurant Brands' 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. Restaurant Brands' downside and upside margins for the forecasting period are 61.52 and 64.13, respectively. We have considered Restaurant Brands' 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
62.82
62.83
Expected Value
64.13
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 Restaurant Brands stock data series using in forecasting. Note that when a statistical model is used to represent Restaurant Brands 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 Criteria115.8424
BiasArithmetic mean of the errors 0.031
MADMean absolute deviation0.6435
MAPEMean absolute percentage error0.01
SAESum of the absolute errors38.6093
This simple exponential smoothing model begins by setting Restaurant Brands International forecast for the second period equal to the observation of the first period. In other words, recent Restaurant Brands observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Restaurant Brands

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Restaurant Brands. 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
61.5262.8264.12
Details
Intrinsic
Valuation
LowRealHigh
62.4263.7265.02
Details

Other Forecasting Options for Restaurant Brands

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

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

Restaurant Brands 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 Restaurant Brands' 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 Restaurant Brands' current price.

Restaurant Brands Market Strength Events

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

Restaurant Brands Risk Indicators

The analysis of Restaurant Brands' 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 Restaurant Brands' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting restaurant 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 Restaurant Stock

When determining whether Restaurant Brands is a strong investment it is important to analyze Restaurant Brands' 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 Restaurant Brands' future performance. For an informed investment choice regarding Restaurant Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Restaurant Brands to cross-verify your projections.
You can also try the Bollinger Bands module to use Bollinger Bands indicator to analyze target price for a given investing horizon.
Please note, there is a significant difference between Restaurant Brands' value and its price as these two are different measures arrived at by different means. Investors typically determine if Restaurant Brands is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Restaurant Brands' 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.