Booking Holdings Stock Forecast - Triple Exponential Smoothing

BKNG34 Stock  BRL 171.29  2.86  1.64%   
The Triple Exponential Smoothing forecasted value of Booking Holdings on the next trading day is expected to be 170.13 with a mean absolute deviation of 2.44 and the sum of the absolute errors of 143.75. Booking Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Booking Holdings stock prices and determine the direction of Booking Holdings's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Booking Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Booking Holdings - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Booking Holdings 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 trend in Booking Holdings price movement. However, neither of these exponential smoothing models address any seasonality of Booking Holdings.

Booking Holdings Triple Exponential Smoothing Price Forecast For the 23rd of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Booking Holdings on the next trading day is expected to be 170.13 with a mean absolute deviation of 2.44, mean absolute percentage error of 10.08, and the sum of the absolute errors of 143.75.
Please note that although there have been many attempts to predict Booking 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 Booking Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Booking Holdings Stock Forecast Pattern

Backtest Booking HoldingsBooking Holdings Price PredictionBuy or Sell Advice 

Booking Holdings Forecasted Value

In the context of forecasting Booking Holdings' 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. Booking Holdings' downside and upside margins for the forecasting period are 168.26 and 172.01, respectively. We have considered Booking Holdings' 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
171.29
168.26
Downside
170.13
Expected Value
172.01
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Booking Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Booking Holdings 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 -0.0663
MADMean absolute deviation2.4365
MAPEMean absolute percentage error0.0152
SAESum of the absolute errors143.7524
As with simple exponential smoothing, in triple exponential smoothing models past Booking Holdings observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Booking Holdings observations.

Predictive Modules for Booking Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Booking Holdings. 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
169.42171.29173.16
Details
Intrinsic
Valuation
LowRealHigh
154.16193.29195.16
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Booking Holdings. Your research has to be compared to or analyzed against Booking Holdings' peers to derive any actionable benefits. When done correctly, Booking Holdings' 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 Booking Holdings.

Other Forecasting Options for Booking Holdings

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

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

Booking Holdings 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 Booking Holdings' 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 Booking Holdings' current price.

Booking Holdings Market Strength Events

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

Booking Holdings Risk Indicators

The analysis of Booking Holdings' 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 Booking Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting booking 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 Booking Stock

When determining whether Booking Holdings is a strong investment it is important to analyze Booking Holdings' 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 Booking Holdings' future performance. For an informed investment choice regarding Booking Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Booking Holdings to cross-verify your projections.
For information on how to trade Booking Stock refer to our How to Trade Booking Stock guide.
You can also try the ETF Categories module to list of ETF categories grouped based on various criteria, such as the investment strategy or type of investments.
Please note, there is a significant difference between Booking Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if Booking Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Booking Holdings' 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.