Banana Gun Crypto Coin Forecast - Polynomial Regression
| BANANA Crypto | USD 65.17 0.74 1.12% |
The Polynomial Regression forecasted value of Banana Gun on the next trading day is expected to be 64.12 with a mean absolute deviation of 3.29 and the sum of the absolute errors of 200.74. Banana Crypto Coin Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Banana Gun crypto prices and determine the direction of Banana Gun's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Banana Gun's historical fundamentals, such as revenue growth or operating cash flow patterns.
Banana |
Banana Gun Polynomial Regression Price Forecast For the 24th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Banana Gun on the next trading day is expected to be 64.12 with a mean absolute deviation of 3.29, mean absolute percentage error of 18.11, and the sum of the absolute errors of 200.74.Please note that although there have been many attempts to predict Banana Crypto Coin 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 Banana Gun's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Banana Gun Crypto Coin Forecast Pattern
Banana Gun Forecasted Value
In the context of forecasting Banana Gun's Crypto Coin 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. Banana Gun's downside and upside margins for the forecasting period are 57.89 and 70.34, respectively. We have considered Banana Gun'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 Banana Gun crypto coin data series using in forecasting. Note that when a statistical model is used to represent Banana Gun crypto coin, 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 | 121.0069 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 3.2909 |
| MAPE | Mean absolute percentage error | 0.0656 |
| SAE | Sum of the absolute errors | 200.7422 |
Predictive Modules for Banana Gun
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Banana Gun. Regardless of method or technology, however, to accurately forecast the crypto coin market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the crypto coin 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 Banana Gun
For every potential investor in Banana, whether a beginner or expert, Banana Gun's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Banana Crypto Coin price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Banana. Basic forecasting techniques help filter out the noise by identifying Banana Gun's price trends.Banana Gun 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 Banana Gun crypto coin to make a market-neutral strategy. Peer analysis of Banana Gun could also be used in its relative valuation, which is a method of valuing Banana Gun by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Banana Gun Technical and Predictive Analytics
The crypto coin market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Banana Gun'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 Banana Gun's current price.| Cycle Indicators | ||
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Banana Gun Market Strength Events
Market strength indicators help investors to evaluate how Banana Gun crypto coin reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Banana Gun shares will generate the highest return on investment. By undertsting and applying Banana Gun crypto coin market strength indicators, traders can identify Banana Gun entry and exit signals to maximize returns.
Banana Gun Risk Indicators
The analysis of Banana Gun'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 Banana Gun's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting banana crypto coin 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 | 5.18 | |||
| Semi Deviation | 5.54 | |||
| Standard Deviation | 6.68 | |||
| Variance | 44.6 | |||
| Downside Variance | 34.43 | |||
| Semi Variance | 30.73 | |||
| Expected Short fall | (5.80) |
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 Banana Gun offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Banana Gun's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Banana Gun Crypto.Check out Historical Fundamental Analysis of Banana Gun to cross-verify your projections. You can also try the Bonds Directory module to find actively traded corporate debentures issued by US companies.