Choice Hotels Stock Forecast - Double Exponential Smoothing

CHH Stock  USD 140.71  0.99  0.71%   
The Double Exponential Smoothing forecasted value of Choice Hotels International on the next trading day is expected to be 140.05 with a mean absolute deviation of 1.49 and the sum of the absolute errors of 87.87. Choice Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Choice Hotels' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
As of now, Choice Hotels' Receivables Turnover is decreasing as compared to previous years. The Choice Hotels' current Fixed Asset Turnover is estimated to increase to 5.02, while Inventory Turnover is projected to decrease to 17.98. . The Choice Hotels' current Common Stock Shares Outstanding is estimated to increase to about 57.5 M. The Choice Hotels' current Net Income Applicable To Common Shares is estimated to increase to about 401.1 M.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Choice Hotels works best with periods where there are trends or seasonality.

Choice Hotels Double Exponential Smoothing Price Forecast For the 27th of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Choice Hotels International on the next trading day is expected to be 140.05 with a mean absolute deviation of 1.49, mean absolute percentage error of 4.48, and the sum of the absolute errors of 87.87.
Please note that although there have been many attempts to predict Choice 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 Choice Hotels' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Choice Hotels Stock Forecast Pattern

Backtest Choice HotelsChoice Hotels Price PredictionBuy or Sell Advice 

Choice Hotels Forecasted Value

In the context of forecasting Choice Hotels' 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. Choice Hotels' downside and upside margins for the forecasting period are 138.53 and 141.57, respectively. We have considered Choice Hotels' 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
140.71
138.53
Downside
140.05
Expected Value
141.57
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Choice Hotels stock data series using in forecasting. Note that when a statistical model is used to represent Choice Hotels 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 0.4351
MADMean absolute deviation1.4894
MAPEMean absolute percentage error0.0106
SAESum of the absolute errors87.8746
When Choice Hotels International 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 Choice Hotels International trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Choice Hotels observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Choice Hotels

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Choice Hotels Intern. 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
139.21140.73142.25
Details
Intrinsic
Valuation
LowRealHigh
133.44134.96154.78
Details
Bollinger
Band Projection (param)
LowMiddleHigh
106.36145.51184.65
Details
17 Analysts
Consensus
LowTargetHigh
117.57129.20143.41
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Choice Hotels. Your research has to be compared to or analyzed against Choice Hotels' peers to derive any actionable benefits. When done correctly, Choice Hotels' 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 Choice Hotels Intern.

Other Forecasting Options for Choice Hotels

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

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

Choice Hotels Intern 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 Choice Hotels' 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 Choice Hotels' current price.

Choice Hotels Market Strength Events

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

Choice Hotels Risk Indicators

The analysis of Choice Hotels' 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 Choice Hotels' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting choice 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

When determining whether Choice Hotels Intern offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Choice Hotels' 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 Choice Hotels International Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Choice Hotels International Stock:
Check out Historical Fundamental Analysis of Choice Hotels to cross-verify your projections.
You can also try the Price Transformation module to use Price Transformation models to analyze the depth of different equity instruments across global markets.
Is Hotels, Resorts & Cruise Lines space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Choice Hotels. If investors know Choice will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Choice Hotels listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
0.227
Dividend Share
1.15
Earnings Share
5.21
Revenue Per Share
16.114
Quarterly Revenue Growth
0.034
The market value of Choice Hotels Intern is measured differently than its book value, which is the value of Choice that is recorded on the company's balance sheet. Investors also form their own opinion of Choice Hotels' value that differs from its market value or its book value, called intrinsic value, which is Choice Hotels' true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Choice Hotels' market value can be influenced by many factors that don't directly affect Choice Hotels' underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Choice Hotels' value and its price as these two are different measures arrived at by different means. Investors typically determine if Choice Hotels is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Choice Hotels' 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.