EBay Stock Forecast - Triple Exponential Smoothing
| EBAY Stock | MXN 848.21 3.74 0.44% |
The Triple Exponential Smoothing forecasted value of eBay Inc on the next trading day is expected to be 846.68 with a mean absolute deviation of 6.61 and the sum of the absolute errors of 389.80. EBay Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast EBay stock prices and determine the direction of eBay Inc's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of EBay's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of EBay to cross-verify your projections. EBay |
Most investors in EBay 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 EBay's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets EBay's price structures and extracts relationships that further increase the generated results' accuracy.
Triple exponential smoothing for EBay - 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 EBay 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 EBay price movement. However, neither of these exponential smoothing models address any seasonality of eBay Inc. EBay Triple Exponential Smoothing Price Forecast For the 9th of May
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of eBay Inc on the next trading day is expected to be 846.68 with a mean absolute deviation of 6.61, mean absolute percentage error of 141.30, and the sum of the absolute errors of 389.80.Please note that although there have been many attempts to predict EBay 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 EBay's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
EBay Stock Forecast Pattern
| Backtest EBay | EBay Price Prediction | Buy or Sell Advice |
EBay Forecasted Value
In the context of forecasting EBay'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. EBay's downside and upside margins for the forecasting period are 845.20 and 848.15, respectively. We have considered EBay'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 EBay stock data series using in forecasting. Note that when a statistical model is used to represent EBay 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 | 0.1972 |
| MAD | Mean absolute deviation | 6.6067 |
| MAPE | Mean absolute percentage error | 0.008 |
| SAE | Sum of the absolute errors | 389.7951 |
Predictive Modules for EBay
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as eBay Inc. 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 EBay'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 EBay
For every potential investor in EBay, whether a beginner or expert, EBay's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. EBay Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in EBay. Basic forecasting techniques help filter out the noise by identifying EBay's price trends.EBay 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 EBay stock to make a market-neutral strategy. Peer analysis of EBay could also be used in its relative valuation, which is a method of valuing EBay by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
eBay Inc 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 EBay'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 EBay's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
EBay Market Strength Events
Market strength indicators help investors to evaluate how EBay stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading EBay shares will generate the highest return on investment. By undertsting and applying EBay stock market strength indicators, traders can identify eBay Inc entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 848.21 | |||
| Day Typical Price | 848.21 | |||
| Price Action Indicator | 1.87 | |||
| Period Momentum Indicator | 3.74 |
EBay Risk Indicators
The analysis of EBay'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 EBay's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ebay 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 | 0.8702 | |||
| Semi Deviation | 0.6516 | |||
| Standard Deviation | 1.54 | |||
| Variance | 2.36 | |||
| Downside Variance | 3.65 | |||
| Semi Variance | 0.4246 | |||
| Expected Short fall | (1.71) |
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.
Pair Trading with EBay
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if EBay position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in EBay will appreciate offsetting losses from the drop in the long position's value.Moving together with EBay Stock
| 0.66 | BBY | Best Buy | PairCorr |
| 0.8 | GIGANTE | Grupo Gigante S | PairCorr |
Moving against EBay Stock
| 0.9 | MELIN | MercadoLibre | PairCorr |
| 0.73 | ALFAA | Alfa SAB de | PairCorr |
| 0.62 | SORIANAB | Organizacin Soriana | PairCorr |
| 0.58 | ELEKTRA | Grupo Elektra SAB | PairCorr |
| 0.45 | BEVIDESB | Farmacias Benavides SAB | PairCorr |
The ability to find closely correlated positions to EBay could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace EBay when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back EBay - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling eBay Inc to buy it.
The correlation of EBay is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as EBay moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if eBay Inc moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for EBay can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of EBay to cross-verify your projections. You can also try the Fundamental Analysis module to view fundamental data based on most recent published financial statements.
Complementary Tools for EBay Stock analysis
When running EBay's price analysis, check to measure EBay'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 EBay is operating at the current time. Most of EBay's value examination focuses on studying past and present price action to predict the probability of EBay's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move EBay's price. Additionally, you may evaluate how the addition of EBay to your portfolios can decrease your overall portfolio volatility.
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