Xponential Fitness Stock Forecast - Polynomial Regression
| XPOF Stock | USD 13.11 0.07 0.53% |
The Polynomial Regression forecasted value of Xponential Fitness on the next trading day is expected to be 11.79 with a mean absolute deviation of 0.62 and the sum of the absolute errors of 37.96. Xponential Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Xponential Fitness stock prices and determine the direction of Xponential Fitness's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Xponential Fitness' historical fundamentals, such as revenue growth or operating cash flow patterns. Although Xponential Fitness' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Xponential Fitness' systematic risk associated with finding meaningful patterns of Xponential Fitness fundamentals over time.
Check out Historical Fundamental Analysis of Xponential Fitness to cross-verify your projections. Xponential |
Open Interest Against 2024-04-19 Xponential Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Xponential Fitness' 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 Xponential Fitness' options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Xponential Fitness 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 Xponential Fitness' open interest, investors have to compare it to Xponential Fitness' 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 Xponential Fitness 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 Xponential. 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 Xponential Fitness 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 Xponential Fitness' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Xponential Fitness' price structures and extracts relationships that further increase the generated results' accuracy.
Xponential Fitness polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Xponential Fitness as well as the accuracy indicators are determined from the period prices. Xponential Fitness Polynomial Regression Price Forecast For the 20th of April
Given 90 days horizon, the Polynomial Regression forecasted value of Xponential Fitness on the next trading day is expected to be 11.79 with a mean absolute deviation of 0.62, mean absolute percentage error of 0.65, and the sum of the absolute errors of 37.96.Please note that although there have been many attempts to predict Xponential 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 Xponential Fitness' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Xponential Fitness Stock Forecast Pattern
| Backtest Xponential Fitness | Xponential Fitness Price Prediction | Buy or Sell Advice |
Xponential Fitness Forecasted Value
In the context of forecasting Xponential Fitness' 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. Xponential Fitness' downside and upside margins for the forecasting period are 5.69 and 17.90, respectively. We have considered Xponential Fitness' 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Xponential Fitness stock data series using in forecasting. Note that when a statistical model is used to represent Xponential Fitness 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 | 117.6839 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.6224 |
| MAPE | Mean absolute percentage error | 0.0524 |
| SAE | Sum of the absolute errors | 37.9646 |
Predictive Modules for Xponential Fitness
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Xponential Fitness. 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 Xponential Fitness' 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 Xponential Fitness
For every potential investor in Xponential, whether a beginner or expert, Xponential Fitness' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Xponential Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Xponential. Basic forecasting techniques help filter out the noise by identifying Xponential Fitness' price trends.View Xponential Fitness Related Equities
| Risk & Return | Correlation |
Xponential Fitness 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 Xponential Fitness' 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 Xponential Fitness' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Xponential Fitness Market Strength Events
Market strength indicators help investors to evaluate how Xponential Fitness stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Xponential Fitness shares will generate the highest return on investment. By undertsting and applying Xponential Fitness stock market strength indicators, traders can identify Xponential Fitness entry and exit signals to maximize returns.
Xponential Fitness Risk Indicators
The analysis of Xponential Fitness' 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 Xponential Fitness' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting xponential 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 | 3.29 | |||
| Semi Deviation | 3.56 | |||
| Standard Deviation | 6.04 | |||
| Variance | 36.52 | |||
| Downside Variance | 14.08 | |||
| Semi Variance | 12.69 | |||
| Expected Short fall | (4.12) |
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.When determining whether Xponential Fitness is a strong investment it is important to analyze Xponential Fitness' competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Xponential Fitness' future performance. For an informed investment choice regarding Xponential Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Xponential Fitness to cross-verify your projections. For more detail on how to invest in Xponential Stock please use our How to Invest in Xponential Fitness guide.You can also try the Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.
Complementary Tools for Xponential Stock analysis
When running Xponential Fitness' price analysis, check to measure Xponential Fitness' 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 Xponential Fitness is operating at the current time. Most of Xponential Fitness' value examination focuses on studying past and present price action to predict the probability of Xponential Fitness' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Xponential Fitness' price. Additionally, you may evaluate how the addition of Xponential Fitness to your portfolios can decrease your overall portfolio volatility.
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Is Xponential Fitness' 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 Xponential Fitness. If investors know Xponential 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 Xponential Fitness 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 (0.82) | Earnings Share (0.44) | Revenue Per Share 10.039 | Quarterly Revenue Growth 0.266 | Return On Assets 0.0559 |
The market value of Xponential Fitness is measured differently than its book value, which is the value of Xponential that is recorded on the company's balance sheet. Investors also form their own opinion of Xponential Fitness' value that differs from its market value or its book value, called intrinsic value, which is Xponential Fitness' 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 Xponential Fitness' market value can be influenced by many factors that don't directly affect Xponential Fitness' 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 Xponential Fitness' value and its price as these two are different measures arrived at by different means. Investors typically determine if Xponential Fitness is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Xponential Fitness' 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.