DiamondRock Hospitality Stock Forecast - Simple Regression

HBO Stock  EUR 8.75  0.10  1.13%   
The Simple Regression forecasted value of DiamondRock Hospitality on the next trading day is expected to be 8.57 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 13.07. DiamondRock Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of DiamondRock Hospitality's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through DiamondRock Hospitality price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

DiamondRock Hospitality Simple Regression Price Forecast For the 29th of November

Given 90 days horizon, the Simple Regression forecasted value of DiamondRock Hospitality on the next trading day is expected to be 8.57 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.13, and the sum of the absolute errors of 13.07.
Please note that although there have been many attempts to predict DiamondRock 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 DiamondRock Hospitality's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

DiamondRock Hospitality Stock Forecast Pattern

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DiamondRock Hospitality Forecasted Value

In the context of forecasting DiamondRock Hospitality'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. DiamondRock Hospitality's downside and upside margins for the forecasting period are 3.60 and 13.55, respectively. We have considered DiamondRock Hospitality'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
8.75
8.57
Expected Value
13.55
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of DiamondRock Hospitality stock data series using in forecasting. Note that when a statistical model is used to represent DiamondRock Hospitality 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 Criteria116.0968
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2143
MAPEMean absolute percentage error0.028
SAESum of the absolute errors13.0701
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as DiamondRock Hospitality historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for DiamondRock Hospitality

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as DiamondRock Hospitality. 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
3.788.7513.72
Details
Intrinsic
Valuation
LowRealHigh
1.846.8111.78
Details

Other Forecasting Options for DiamondRock Hospitality

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

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

DiamondRock Hospitality 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 DiamondRock Hospitality'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 DiamondRock Hospitality's current price.

DiamondRock Hospitality Market Strength Events

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

DiamondRock Hospitality Risk Indicators

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

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Additional Information and Resources on Investing in DiamondRock Stock

When determining whether DiamondRock Hospitality offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of DiamondRock Hospitality'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 Diamondrock Hospitality Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Diamondrock Hospitality Stock:
Check out Historical Fundamental Analysis of DiamondRock Hospitality to cross-verify your projections.
For more detail on how to invest in DiamondRock Stock please use our How to Invest in DiamondRock Hospitality guide.
You can also try the Options Analysis module to analyze and evaluate options and option chains as a potential hedge for your portfolios.
Please note, there is a significant difference between DiamondRock Hospitality's value and its price as these two are different measures arrived at by different means. Investors typically determine if DiamondRock Hospitality is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, DiamondRock Hospitality'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.