Viceroy Hotels Stock Forecast - Simple Regression

VHLTD Stock   128.03  1.24  0.98%   
The Simple Regression forecasted value of Viceroy Hotels Limited on the next trading day is expected to be 131.10 with a mean absolute deviation of 5.65 and the sum of the absolute errors of 344.82. Viceroy Stock Forecast is based on your current time horizon. Although Viceroy Hotels' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Viceroy Hotels' systematic risk associated with finding meaningful patterns of Viceroy Hotels fundamentals over time.
  
At this time, Viceroy Hotels' Inventory is very stable compared to the past year. As of the 4th of December 2024, Other Current Assets is likely to grow to about 352.3 M, while Short and Long Term Debt Total is likely to drop about 1.7 B.
Simple Regression model is a single variable regression model that attempts to put a straight line through Viceroy Hotels 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.

Viceroy Hotels Simple Regression Price Forecast For the 5th of December

Given 90 days horizon, the Simple Regression forecasted value of Viceroy Hotels Limited on the next trading day is expected to be 131.10 with a mean absolute deviation of 5.65, mean absolute percentage error of 43.03, and the sum of the absolute errors of 344.82.
Please note that although there have been many attempts to predict Viceroy 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 Viceroy Hotels' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Viceroy Hotels Stock Forecast Pattern

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Viceroy Hotels Forecasted Value

In the context of forecasting Viceroy 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. Viceroy Hotels' downside and upside margins for the forecasting period are 127.96 and 134.24, respectively. We have considered Viceroy 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
128.03
127.96
Downside
131.10
Expected Value
134.24
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 Viceroy Hotels stock data series using in forecasting. Note that when a statistical model is used to represent Viceroy 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 Criteria121.8724
BiasArithmetic mean of the errors None
MADMean absolute deviation5.6528
MAPEMean absolute percentage error0.0445
SAESum of the absolute errors344.8206
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 Viceroy Hotels Limited 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 Viceroy 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 Viceroy Hotels. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Viceroy Hotels' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
126.63129.77132.91
Details
Intrinsic
Valuation
LowRealHigh
104.31107.45140.83
Details
Bollinger
Band Projection (param)
LowMiddleHigh
122.98128.41133.84
Details

Other Forecasting Options for Viceroy Hotels

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

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

Viceroy Hotels 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 Viceroy 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 Viceroy Hotels' current price.

Viceroy Hotels Market Strength Events

Market strength indicators help investors to evaluate how Viceroy 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 Viceroy Hotels shares will generate the highest return on investment. By undertsting and applying Viceroy Hotels stock market strength indicators, traders can identify Viceroy Hotels Limited entry and exit signals to maximize returns.

Viceroy Hotels Risk Indicators

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

Viceroy Hotels financial ratios help investors to determine whether Viceroy 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 Viceroy with respect to the benefits of owning Viceroy Hotels security.