DiamondRock Hospitality Preferred Stock Forecast - Polynomial Regression

DRH-PA Preferred Stock  USD 26.01  0.18  0.69%   
The Polynomial Regression forecasted value of DiamondRock Hospitality on the next trading day is expected to be 26.07 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.22. DiamondRock Preferred Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast DiamondRock Hospitality stock prices and determine the direction of DiamondRock Hospitality's future trends based on various well-known forecasting models. 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.
  
DiamondRock Hospitality polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for DiamondRock Hospitality as well as the accuracy indicators are determined from the period prices.

DiamondRock Hospitality Polynomial Regression Price Forecast For the 28th of November

Given 90 days horizon, the Polynomial Regression forecasted value of DiamondRock Hospitality on the next trading day is expected to be 26.07 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.22.
Please note that although there have been many attempts to predict DiamondRock Preferred 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 Preferred Stock Forecast Pattern

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DiamondRock Hospitality Forecasted Value

In the context of forecasting DiamondRock Hospitality's Preferred 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 25.75 and 26.40, 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
26.01
26.07
Expected Value
26.40
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of DiamondRock Hospitality preferred stock data series using in forecasting. Note that when a statistical model is used to represent DiamondRock Hospitality preferred 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 Criteria113.2795
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0692
MAPEMean absolute percentage error0.0027
SAESum of the absolute errors4.2216
A single variable polynomial regression model attempts to put a curve through the DiamondRock Hospitality historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

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 preferred stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the preferred 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
25.6826.0126.34
Details
Intrinsic
Valuation
LowRealHigh
22.8923.2228.61
Details
Bollinger
Band Projection (param)
LowMiddleHigh
25.6225.8926.16
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 Preferred 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 preferred 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 preferred 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 preferred 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 preferred 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 preferred 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.

Other Information on Investing in DiamondRock Preferred Stock

DiamondRock Hospitality financial ratios help investors to determine whether DiamondRock Preferred Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in DiamondRock with respect to the benefits of owning DiamondRock Hospitality security.