Pebblebrook Hotel Stock Forecast - Triple Exponential Smoothing
| PEB Stock | USD 15.60 0.15 0.97% |
The Triple Exponential Smoothing forecasted value of Pebblebrook Hotel Trust on the next trading day is expected to be 15.59 with a mean absolute deviation of 0.24 and the sum of the absolute errors of 14.52. Pebblebrook Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Pebblebrook Hotel stock prices and determine the direction of Pebblebrook Hotel Trust's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Pebblebrook Hotel's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Pebblebrook Hotel's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Pebblebrook Hotel's systematic risk associated with finding meaningful patterns of Pebblebrook Hotel fundamentals over time.
Check out Historical Fundamental Analysis of Pebblebrook Hotel to cross-verify your projections. Pebblebrook |
Open Interest Against 2024-05-17 Pebblebrook Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Pebblebrook Hotel's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Pebblebrook Hotel's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Pebblebrook Hotel stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Pebblebrook Hotel's open interest, investors have to compare it to Pebblebrook Hotel's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Pebblebrook Hotel is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Pebblebrook. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Pebblebrook Hotel cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Pebblebrook Hotel's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Pebblebrook Hotel's price structures and extracts relationships that further increase the generated results' accuracy.
Triple exponential smoothing for Pebblebrook 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 Pebblebrook 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 Pebblebrook Hotel price movement. However, neither of these exponential smoothing models address any seasonality of Pebblebrook Hotel Trust. Pebblebrook Hotel Triple Exponential Smoothing Price Forecast For the 26th of April
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Pebblebrook Hotel Trust on the next trading day is expected to be 15.59 with a mean absolute deviation of 0.24, mean absolute percentage error of 0.09, and the sum of the absolute errors of 14.52.Please note that although there have been many attempts to predict Pebblebrook 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 Pebblebrook Hotel's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pebblebrook Hotel Stock Forecast Pattern
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Pebblebrook Hotel Forecasted Value
In the context of forecasting Pebblebrook 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. Pebblebrook Hotel's downside and upside margins for the forecasting period are 13.76 and 17.41, respectively. We have considered Pebblebrook 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.
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 Pebblebrook Hotel stock data series using in forecasting. Note that when a statistical model is used to represent Pebblebrook 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.| AIC | Akaike Information Criteria | Huge |
| Bias | Arithmetic mean of the errors | -0.0469 |
| MAD | Mean absolute deviation | 0.2419 |
| MAPE | Mean absolute percentage error | 0.0155 |
| SAE | Sum of the absolute errors | 14.516 |
Predictive Modules for Pebblebrook 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 Pebblebrook Hotel Trust. 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 Pebblebrook Hotel's 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.
Other Forecasting Options for Pebblebrook Hotel
For every potential investor in Pebblebrook, whether a beginner or expert, Pebblebrook Hotel's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Pebblebrook Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Pebblebrook. Basic forecasting techniques help filter out the noise by identifying Pebblebrook Hotel's price trends.Pebblebrook 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 Pebblebrook Hotel stock to make a market-neutral strategy. Peer analysis of Pebblebrook Hotel could also be used in its relative valuation, which is a method of valuing Pebblebrook Hotel by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Pebblebrook Hotel Trust 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 Pebblebrook 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 Pebblebrook Hotel's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Pebblebrook Hotel Market Strength Events
Market strength indicators help investors to evaluate how Pebblebrook 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 Pebblebrook Hotel shares will generate the highest return on investment. By undertsting and applying Pebblebrook Hotel stock market strength indicators, traders can identify Pebblebrook Hotel Trust entry and exit signals to maximize returns.
Pebblebrook Hotel Risk Indicators
The analysis of Pebblebrook 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 Pebblebrook Hotel's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pebblebrook 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.
| Mean Deviation | 1.45 | |||
| Standard Deviation | 1.8 | |||
| Variance | 3.26 |
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.
Pebblebrook Hotel Investors Sentiment
The influence of Pebblebrook Hotel's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in Pebblebrook. The overall investor sentiment generally increases the direction of a stock movement in a one-year investment horizon. However, the impact of investor sentiment on the entire stock market does not have solid backing from leading economists and market statisticians.
Investor biases related to Pebblebrook Hotel's public news can be used to forecast risks associated with an investment in Pebblebrook. The trend in average sentiment can be used to explain how an investor holding Pebblebrook can time the market purely based on public headlines and social activities around Pebblebrook Hotel Trust. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Pebblebrook Hotel's market sentiment shows the aggregated news analyzed to detect positive and negative mentions from the text and comments. The data is normalized to provide daily scores for Pebblebrook Hotel's and other traded tickers. The bigger the bubble, the more accurate is the estimated score. Higher bars for a given day show more participation in the average Pebblebrook Hotel's news discussions. The higher the estimated score, the more favorable is the investor's outlook on Pebblebrook Hotel.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Pebblebrook Hotel in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Pebblebrook Hotel's short interest history, or implied volatility extrapolated from Pebblebrook Hotel options trading.
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Check out Historical Fundamental Analysis of Pebblebrook Hotel to cross-verify your projections. Note that the Pebblebrook Hotel Trust information on this page should be used as a complementary analysis to other Pebblebrook Hotel's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Earnings Calls module to check upcoming earnings announcements updated hourly across public exchanges.
Complementary Tools for Pebblebrook Stock analysis
When running Pebblebrook Hotel's price analysis, check to measure Pebblebrook Hotel's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Pebblebrook Hotel is operating at the current time. Most of Pebblebrook Hotel's value examination focuses on studying past and present price action to predict the probability of Pebblebrook Hotel's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Pebblebrook Hotel's price. Additionally, you may evaluate how the addition of Pebblebrook Hotel to your portfolios can decrease your overall portfolio volatility.
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Is Pebblebrook Hotel's industry 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 Pebblebrook Hotel. If investors know Pebblebrook 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 Pebblebrook Hotel 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 0.973 | Dividend Share 0.04 | Earnings Share (0.98) | Revenue Per Share 11.657 | Quarterly Revenue Growth 0.045 |
The market value of Pebblebrook Hotel Trust is measured differently than its book value, which is the value of Pebblebrook that is recorded on the company's balance sheet. Investors also form their own opinion of Pebblebrook Hotel's value that differs from its market value or its book value, called intrinsic value, which is Pebblebrook Hotel's 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 Pebblebrook Hotel's market value can be influenced by many factors that don't directly affect Pebblebrook Hotel's 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 Pebblebrook Hotel's value and its price as these two are different measures arrived at by different means. Investors typically determine if Pebblebrook Hotel is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Pebblebrook 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.