Russell 2000 Mutual Fund Forecast - Polynomial Regression
| RYRUX Fund | USD 201.72 1.45 0.72% |
The Polynomial Regression forecasted value of Russell 2000 2x on the next trading day is expected to be 208.26 with a mean absolute deviation of 5.32 and the sum of the absolute errors of 324.61. Russell Mutual Fund Forecast is based on your current time horizon.
Russell |
Russell 2000 Polynomial Regression Price Forecast For the 3rd of December
Given 90 days horizon, the Polynomial Regression forecasted value of Russell 2000 2x on the next trading day is expected to be 208.26 with a mean absolute deviation of 5.32, mean absolute percentage error of 43.65, and the sum of the absolute errors of 324.61.Please note that although there have been many attempts to predict Russell Mutual 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 Russell 2000's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Russell 2000 Mutual Fund Forecast Pattern
| Backtest Russell 2000 | Russell 2000 Price Prediction | Buy or Sell Advice |
Russell 2000 Forecasted Value
In the context of forecasting Russell 2000's Mutual 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. Russell 2000's downside and upside margins for the forecasting period are 205.76 and 210.77, respectively. We have considered Russell 2000'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 Russell 2000 mutual fund data series using in forecasting. Note that when a statistical model is used to represent Russell 2000 mutual 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 | 121.8868 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 5.3214 |
| MAPE | Mean absolute percentage error | 0.03 |
| SAE | Sum of the absolute errors | 324.6051 |
Predictive Modules for Russell 2000
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Russell 2000 2x. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual 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 Russell 2000'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 Russell 2000
For every potential investor in Russell, whether a beginner or expert, Russell 2000's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Russell Mutual Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Russell. Basic forecasting techniques help filter out the noise by identifying Russell 2000's price trends.Russell 2000 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 Russell 2000 mutual fund to make a market-neutral strategy. Peer analysis of Russell 2000 could also be used in its relative valuation, which is a method of valuing Russell 2000 by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Russell 2000 2x Technical and Predictive Analytics
The mutual fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Russell 2000'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 Russell 2000's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Russell 2000 Market Strength Events
Market strength indicators help investors to evaluate how Russell 2000 mutual fund reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Russell 2000 shares will generate the highest return on investment. By undertsting and applying Russell 2000 mutual fund market strength indicators, traders can identify Russell 2000 2x entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 201.72 | |||
| Day Typical Price | 201.72 | |||
| Price Action Indicator | 0.72 | |||
| Period Momentum Indicator | 1.45 | |||
| Relative Strength Index | 64.46 |
Russell 2000 Risk Indicators
The analysis of Russell 2000'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 Russell 2000's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting russell mutual 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 | 1.83 | |||
| Semi Deviation | 1.93 | |||
| Standard Deviation | 2.6 | |||
| Variance | 6.77 | |||
| Downside Variance | 5.26 | |||
| Semi Variance | 3.73 | |||
| Expected Short fall | (1.92) |
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.Other Information on Investing in Russell Mutual Fund
Russell 2000 financial ratios help investors to determine whether Russell Mutual Fund is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Russell with respect to the benefits of owning Russell 2000 security.
| Funds Screener Find actively-traded funds from around the world traded on over 30 global exchanges | |
| Stock Screener Find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook. | |
| Portfolio Volatility Check portfolio volatility and analyze historical return density to properly model market risk | |
| Equity Analysis Research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities |