Sp 500 Mutual Fund Forecast - Polynomial Regression

RYAWX Fund  USD 103.09  1.80  1.78%   
The Polynomial Regression forecasted value of Sp 500 Pure on the next trading day is expected to be 103.05 with a mean absolute deviation of 1.38 and the sum of the absolute errors of 84.26. RYAWX Mutual Fund Forecast is based on your current time horizon.
  
Sp 500 polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Sp 500 Pure as well as the accuracy indicators are determined from the period prices.

Sp 500 Polynomial Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Sp 500 Pure on the next trading day is expected to be 103.05 with a mean absolute deviation of 1.38, mean absolute percentage error of 3.00, and the sum of the absolute errors of 84.26.
Please note that although there have been many attempts to predict RYAWX 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 Sp 500's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Sp 500 Mutual Fund Forecast Pattern

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Sp 500 Forecasted Value

In the context of forecasting Sp 500'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. Sp 500's downside and upside margins for the forecasting period are 101.95 and 104.15, respectively. We have considered Sp 500'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.
Market Value
103.09
101.95
Downside
103.05
Expected Value
104.15
Upside

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 Sp 500 mutual fund data series using in forecasting. Note that when a statistical model is used to represent Sp 500 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.
AICAkaike Information Criteria119.2093
BiasArithmetic mean of the errors None
MADMean absolute deviation1.3813
MAPEMean absolute percentage error0.0137
SAESum of the absolute errors84.2607
A single variable polynomial regression model attempts to put a curve through the Sp 500 historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Sp 500

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sp 500 Pure. 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 Sp 500'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.
Hype
Prediction
LowEstimatedHigh
101.99103.09104.19
Details
Intrinsic
Valuation
LowRealHigh
92.78106.83107.93
Details
Bollinger
Band Projection (param)
LowMiddleHigh
101.71105.26108.80
Details

Other Forecasting Options for Sp 500

For every potential investor in RYAWX, whether a beginner or expert, Sp 500's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. RYAWX Mutual Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in RYAWX. Basic forecasting techniques help filter out the noise by identifying Sp 500's price trends.

Sp 500 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 Sp 500 mutual fund to make a market-neutral strategy. Peer analysis of Sp 500 could also be used in its relative valuation, which is a method of valuing Sp 500 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Sp 500 Pure 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 Sp 500'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 Sp 500's current price.

Sp 500 Market Strength Events

Market strength indicators help investors to evaluate how Sp 500 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 Sp 500 shares will generate the highest return on investment. By undertsting and applying Sp 500 mutual fund market strength indicators, traders can identify Sp 500 Pure entry and exit signals to maximize returns.

Sp 500 Risk Indicators

The analysis of Sp 500'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 Sp 500's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ryawx 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.
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 RYAWX Mutual Fund

Sp 500 financial ratios help investors to determine whether RYAWX 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 RYAWX with respect to the benefits of owning Sp 500 security.
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