Summit Hotel Stock Forecast - Triple Exponential Smoothing

SDP Stock  EUR 6.10  0.05  0.81%   
The Triple Exponential Smoothing forecasted value of Summit Hotel Properties on the next trading day is expected to be 6.11 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.49. Summit Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Summit Hotel's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Summit Hotel - 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 Summit Hotel 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 Summit Hotel price movement. However, neither of these exponential smoothing models address any seasonality of Summit Hotel Properties.

Summit Hotel Triple Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Summit Hotel Properties on the next trading day is expected to be 6.11 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.02, and the sum of the absolute errors of 5.49.
Please note that although there have been many attempts to predict Summit 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 Summit Hotel's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Summit Hotel Stock Forecast Pattern

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Summit Hotel Forecasted Value

In the context of forecasting Summit Hotel'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. Summit Hotel's downside and upside margins for the forecasting period are 3.95 and 8.27, respectively. We have considered Summit Hotel'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
6.10
6.11
Expected Value
8.27
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 Summit Hotel stock data series using in forecasting. Note that when a statistical model is used to represent Summit Hotel 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 -0.0209
MADMean absolute deviation0.0914
MAPEMean absolute percentage error0.0155
SAESum of the absolute errors5.4868
As with simple exponential smoothing, in triple exponential smoothing models past Summit Hotel 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 Summit Hotel Properties observations.

Predictive Modules for Summit Hotel

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Summit Hotel Properties. 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
3.946.108.26
Details
Intrinsic
Valuation
LowRealHigh
3.375.537.69
Details

Other Forecasting Options for Summit Hotel

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

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

Summit Hotel Properties 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 Summit Hotel'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 Summit Hotel's current price.

Summit Hotel Market Strength Events

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

Summit Hotel Risk Indicators

The analysis of Summit Hotel'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 Summit Hotel's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting summit 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 Summit Stock

When determining whether Summit Hotel Properties offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Summit Hotel's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Summit Hotel Properties Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Summit Hotel Properties Stock:
Check out Historical Fundamental Analysis of Summit Hotel to cross-verify your projections.
You can also try the Portfolio Manager module to state of the art Portfolio Manager to monitor and improve performance of your invested capital.
Please note, there is a significant difference between Summit Hotel's value and its price as these two are different measures arrived at by different means. Investors typically determine if Summit Hotel is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Summit Hotel'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.