Weg ADM Fund Forecast - Naive Prediction
| CFIWEG-1 | 1,400 0.00 0.00% |
Weg |
Weg ADM Naive Prediction Price Forecast For the 24th of November
Given 90 days horizon, the Naive Prediction forecasted value of Weg ADM General on the next trading day is expected to be 1,419 with a mean absolute deviation of 5.28, mean absolute percentage error of 64.67, and the sum of the absolute errors of 322.04.Please note that although there have been many attempts to predict Weg Fund 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 Weg ADM's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Weg ADM Fund Forecast Pattern
Weg ADM Forecasted Value
In the context of forecasting Weg ADM's Fund 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. Weg ADM's downside and upside margins for the forecasting period are 1,419 and 1,420, respectively. We have considered Weg ADM'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Weg ADM fund data series using in forecasting. Note that when a statistical model is used to represent Weg ADM fund, 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 | 122.2798 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 5.2794 |
| MAPE | Mean absolute percentage error | 0.0037 |
| SAE | Sum of the absolute errors | 322.044 |
Predictive Modules for Weg ADM
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Weg ADM General. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the fund 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 Weg ADM'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 Weg ADM
For every potential investor in Weg, whether a beginner or expert, Weg ADM's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Weg Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Weg. Basic forecasting techniques help filter out the noise by identifying Weg ADM's price trends.Weg ADM 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 Weg ADM fund to make a market-neutral strategy. Peer analysis of Weg ADM could also be used in its relative valuation, which is a method of valuing Weg ADM by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Weg ADM General Technical and Predictive Analytics
The fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Weg ADM'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 Weg ADM's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Weg ADM Market Strength Events
Market strength indicators help investors to evaluate how Weg ADM fund reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Weg ADM shares will generate the highest return on investment. By undertsting and applying Weg ADM fund market strength indicators, traders can identify Weg ADM General entry and exit signals to maximize returns.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 1400.0 | |||
| Day Typical Price | 1400.0 | |||
| Relative Strength Index | 100.0 |
Weg ADM Risk Indicators
The analysis of Weg ADM'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 Weg ADM's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting weg fund 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 | 0.1053 | |||
| Standard Deviation | 0.454 | |||
| Variance | 0.2061 |
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 Weg ADM
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 Weg ADM 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 Weg ADM will appreciate offsetting losses from the drop in the long position's value.The ability to find closely correlated positions to Weg ADM could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Weg ADM 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 Weg ADM - 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 Weg ADM General to buy it.
The correlation of Weg ADM 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 Weg ADM moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Weg ADM General 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 Weg ADM 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.| Equity Search Search for actively traded equities including funds and ETFs from over 30 global markets | |
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