ELF Beauty Stock Forecast - Polynomial Regression
| ELF Stock | USD 126.42 3.95 3.23% |
The Polynomial Regression forecasted value of ELF Beauty on the next trading day is expected to be 126.33 with a mean absolute deviation of 3.93 and the sum of the absolute errors of 239.67. ELF Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ELF Beauty's historical fundamentals, such as revenue growth or operating cash flow patterns.
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ELF Beauty Polynomial Regression Price Forecast For the 26th of November
Given 90 days horizon, the Polynomial Regression forecasted value of ELF Beauty on the next trading day is expected to be 126.33 with a mean absolute deviation of 3.93, mean absolute percentage error of 30.16, and the sum of the absolute errors of 239.67.Please note that although there have been many attempts to predict ELF 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 ELF Beauty's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
ELF Beauty Stock Forecast Pattern
| Backtest ELF Beauty | ELF Beauty Price Prediction | Buy or Sell Advice |
ELF Beauty Forecasted Value
In the context of forecasting ELF Beauty'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. ELF Beauty's downside and upside margins for the forecasting period are 122.74 and 129.92, respectively. We have considered ELF Beauty'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of ELF Beauty stock data series using in forecasting. Note that when a statistical model is used to represent ELF Beauty 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 | 121.5172 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 3.929 |
| MAPE | Mean absolute percentage error | 0.0339 |
| SAE | Sum of the absolute errors | 239.6666 |
Predictive Modules for ELF Beauty
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ELF Beauty. 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.Other Forecasting Options for ELF Beauty
For every potential investor in ELF, whether a beginner or expert, ELF Beauty's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. ELF Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in ELF. Basic forecasting techniques help filter out the noise by identifying ELF Beauty's price trends.View ELF Beauty Related Equities
| Risk & Return | Correlation |
ELF Beauty 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 ELF Beauty'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 ELF Beauty's current price.| Cycle Indicators | ||
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ELF Beauty Market Strength Events
Market strength indicators help investors to evaluate how ELF Beauty stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ELF Beauty shares will generate the highest return on investment. By undertsting and applying ELF Beauty stock market strength indicators, traders can identify ELF Beauty entry and exit signals to maximize returns.
ELF Beauty Risk Indicators
The analysis of ELF Beauty'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 ELF Beauty's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting elf 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 | 2.57 | |||
| Standard Deviation | 3.59 | |||
| Variance | 12.86 |
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.
Currently Active Assets on Macroaxis
When determining whether ELF Beauty is a strong investment it is important to analyze ELF Beauty's 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 ELF Beauty's future performance. For an informed investment choice regarding ELF Stock, refer to the following important reports:Check out Historical Fundamental Analysis of ELF Beauty to cross-verify your projections. For more detail on how to invest in ELF Stock please use our How to Invest in ELF Beauty guide.You can also try the Odds Of Bankruptcy module to get analysis of equity chance of financial distress in the next 2 years.
Is Personal Care Products space 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 ELF Beauty. If investors know ELF 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 ELF Beauty listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of ELF Beauty is measured differently than its book value, which is the value of ELF that is recorded on the company's balance sheet. Investors also form their own opinion of ELF Beauty's value that differs from its market value or its book value, called intrinsic value, which is ELF Beauty'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 ELF Beauty's market value can be influenced by many factors that don't directly affect ELF Beauty'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 ELF Beauty's value and its price as these two are different measures arrived at by different means. Investors typically determine if ELF Beauty is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, ELF Beauty'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.