AfricaRhodium ETF Etf Forecast - Polynomial Regression
| ETFRHO Etf | 74,503 555.00 0.74% |
AfricaRhodium |
AfricaRhodium ETF Polynomial Regression Price Forecast For the 12th of December 2024
Given 90 days horizon, the Polynomial Regression forecasted value of AfricaRhodium ETF on the next trading day is expected to be 75,268 with a mean absolute deviation of 1,558, mean absolute percentage error of 5,241,839, and the sum of the absolute errors of 95,009.Please note that although there have been many attempts to predict AfricaRhodium Etf 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 AfricaRhodium ETF's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
AfricaRhodium ETF Etf Forecast Pattern
AfricaRhodium ETF Forecasted Value
In the context of forecasting AfricaRhodium ETF's Etf 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. AfricaRhodium ETF's downside and upside margins for the forecasting period are 75,265 and 75,271, respectively. We have considered AfricaRhodium ETF'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 AfricaRhodium ETF etf data series using in forecasting. Note that when a statistical model is used to represent AfricaRhodium ETF etf, 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 | 133.5827 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1557.5248 |
| MAPE | Mean absolute percentage error | 0.0198 |
| SAE | Sum of the absolute errors | 95009.0137 |
Predictive Modules for AfricaRhodium ETF
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AfricaRhodium ETF. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf 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.Please note, it is not enough to conduct a financial or market analysis of a single entity such as AfricaRhodium ETF. Your research has to be compared to or analyzed against AfricaRhodium ETF's peers to derive any actionable benefits. When done correctly, AfricaRhodium ETF's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in AfricaRhodium ETF.Other Forecasting Options for AfricaRhodium ETF
For every potential investor in AfricaRhodium, whether a beginner or expert, AfricaRhodium ETF's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. AfricaRhodium Etf price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in AfricaRhodium. Basic forecasting techniques help filter out the noise by identifying AfricaRhodium ETF's price trends.AfricaRhodium ETF 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 AfricaRhodium ETF etf to make a market-neutral strategy. Peer analysis of AfricaRhodium ETF could also be used in its relative valuation, which is a method of valuing AfricaRhodium ETF by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
AfricaRhodium ETF Technical and Predictive Analytics
The etf market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of AfricaRhodium ETF'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 AfricaRhodium ETF's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
AfricaRhodium ETF Market Strength Events
Market strength indicators help investors to evaluate how AfricaRhodium ETF etf reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading AfricaRhodium ETF shares will generate the highest return on investment. By undertsting and applying AfricaRhodium ETF etf market strength indicators, traders can identify AfricaRhodium ETF entry and exit signals to maximize returns.
| Accumulation Distribution | 14.05 | |||
| Daily Balance Of Power | (0.15) | |||
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 73801.0 | |||
| Day Typical Price | 74035.0 | |||
| Market Facilitation Index | 12.2 | |||
| Price Action Indicator | 424.5 | |||
| Period Momentum Indicator | (555.00) | |||
| Relative Strength Index | 56.06 |
AfricaRhodium ETF Risk Indicators
The analysis of AfricaRhodium ETF'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 AfricaRhodium ETF's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting africarhodium etf 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 | 1.98 | |||
| Semi Deviation | 2.61 | |||
| Standard Deviation | 3.11 | |||
| Variance | 9.65 | |||
| Downside Variance | 7.39 | |||
| Semi Variance | 6.81 | |||
| Expected Short fall | (2.52) |
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.