AMIO Crypto Coin Forecast - Polynomial Regression
| AMIO Crypto | USD 0.17 0.00 0.00% |
The Polynomial Regression forecasted value of AMIO on the next trading day is expected to be 0.17 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.23. AMIO Crypto Coin Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast AMIO crypto prices and determine the direction of AMIO's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of AMIO's historical fundamentals, such as revenue growth or operating cash flow patterns.
AMIO |
AMIO Polynomial Regression Price Forecast For the 29th of November
Given 90 days horizon, the Polynomial Regression forecasted value of AMIO on the next trading day is expected to be 0.17 with a mean absolute deviation of 0, mean absolute percentage error of 0.000027, and the sum of the absolute errors of 0.23.Please note that although there have been many attempts to predict AMIO 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 AMIO's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
AMIO Crypto Coin Forecast Pattern
AMIO Forecasted Value
In the context of forecasting AMIO'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. AMIO's downside and upside margins for the forecasting period are 0.17 and 0.17, respectively. We have considered AMIO'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 AMIO crypto coin data series using in forecasting. Note that when a statistical model is used to represent AMIO 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 | 107.5957 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0038 |
| MAPE | Mean absolute percentage error | 0.0239 |
| SAE | Sum of the absolute errors | 0.2323 |
Predictive Modules for AMIO
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AMIO. 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.AMIO 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 AMIO crypto coin to make a market-neutral strategy. Peer analysis of AMIO could also be used in its relative valuation, which is a method of valuing AMIO by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
AMIO Market Strength Events
Market strength indicators help investors to evaluate how AMIO 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 AMIO shares will generate the highest return on investment. By undertsting and applying AMIO crypto coin market strength indicators, traders can identify AMIO entry and exit signals to maximize returns.
AMIO Risk Indicators
The analysis of AMIO'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 AMIO's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting amio 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 | 2.28 | |||
| Semi Deviation | 2.74 | |||
| Standard Deviation | 3.73 | |||
| Variance | 13.88 | |||
| Downside Variance | 40.53 | |||
| Semi Variance | 7.48 | |||
| Expected Short fall | (6.44) |
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 AMIO offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of AMIO'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 Amio Crypto.Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any cryptocurrency could be closely tied with the direction of predictive economic indicators such as signals in board of governors. You can also try the Companies Directory module to evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals.