Basic Materials Mutual Fund Forecast - Simple Regression

RYBAX Fund  USD 89.47  1.24  1.41%   
The Simple Regression forecasted value of Basic Materials Fund on the next trading day is expected to be 86.48 with a mean absolute deviation of 2.35 and the sum of the absolute errors of 145.62. Basic Mutual Fund Forecast is based on your current time horizon.
At this time the relative strength index (rsi) of Basic Materials' share price is below 20 indicating that the mutual fund is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Basic Materials' future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Basic Materials Fund, which may create opportunities for some arbitrage if properly timed.
Using Basic Materials hype-based prediction, you can estimate the value of Basic Materials Fund from the perspective of Basic Materials response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Basic Materials Fund on the next trading day is expected to be 86.48 with a mean absolute deviation of 2.35 and the sum of the absolute errors of 145.62.

Basic Materials after-hype prediction price

    
  USD 107.0  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as fund price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Basic Materials to cross-verify your projections.

Basic Materials Additional Predictive Modules

Most predictive techniques to examine Basic price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Basic using various technical indicators. When you analyze Basic charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Simple Regression model is a single variable regression model that attempts to put a straight line through Basic Materials price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Basic Materials Simple Regression Price Forecast For the 25th of January

Given 90 days horizon, the Simple Regression forecasted value of Basic Materials Fund on the next trading day is expected to be 86.48 with a mean absolute deviation of 2.35, mean absolute percentage error of 7.98, and the sum of the absolute errors of 145.62.
Please note that although there have been many attempts to predict Basic 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 Basic Materials' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Basic Materials Mutual Fund Forecast Pattern

Backtest Basic MaterialsBasic Materials Price PredictionBuy or Sell Advice 

Basic Materials Forecasted Value

In the context of forecasting Basic Materials' 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. Basic Materials' downside and upside margins for the forecasting period are 84.73 and 88.22, respectively. We have considered Basic Materials' 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
89.47
86.48
Expected Value
88.22
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Basic Materials mutual fund data series using in forecasting. Note that when a statistical model is used to represent Basic Materials 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 Criteria122.0247
BiasArithmetic mean of the errors None
MADMean absolute deviation2.3486
MAPEMean absolute percentage error0.0338
SAESum of the absolute errors145.6162
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Basic Materials Fund historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Basic Materials

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Basic Materials. 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.
Hype
Prediction
LowEstimatedHigh
80.52107.00108.74
Details
Intrinsic
Valuation
LowRealHigh
80.5295.9697.70
Details
Bollinger
Band Projection (param)
LowMiddleHigh
63.2777.1290.97
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Basic Materials. Your research has to be compared to or analyzed against Basic Materials' peers to derive any actionable benefits. When done correctly, Basic Materials' 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 Basic Materials.

Basic Materials After-Hype Price Prediction Density Analysis

As far as predicting the price of Basic Materials at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Basic Materials or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Mutual Fund prices, such as prices of Basic Materials, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Basic Materials Estimiated After-Hype Price Volatility

In the context of predicting Basic Materials' mutual fund value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Basic Materials' historical news coverage. Basic Materials' after-hype downside and upside margins for the prediction period are 80.52 and 108.74, respectively. We have considered Basic Materials' daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
89.47
107.00
After-hype Price
108.74
Upside
Basic Materials is very steady at this time. Analysis and calculation of next after-hype price of Basic Materials is based on 3 months time horizon.

Basic Materials Mutual Fund Price Prediction Analysis

Have you ever been surprised when a price of a Mutual Fund such as Basic Materials is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Basic Materials backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Fund price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Basic Materials, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.55 
1.74
  0.42 
  5.29 
1 Events / Month
1 Events / Month
Very soon
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
89.47
107.00
19.59 
225.97  
Notes

Basic Materials Hype Timeline

Basic Materials is at this time traded for 89.47. The entity has historical hype elasticity of 0.42, and average elasticity to hype of competition of 5.29. Basic is forecasted to increase in value after the next headline, with the price projected to jump to 107.0 or above. The average volatility of media hype impact on the company the price is over 100%. The price jump on the next news is projected to be 19.59%, whereas the daily expected return is at this time at 0.55%. The volatility of related hype on Basic Materials is about 18.1%, with the expected price after the next announcement by competition of 94.76. Debt can assist Basic Materials until it has trouble settling it off, either with new capital or with free cash flow. So, Basic Materials' shareholders could walk away with nothing if the company can't fulfill its legal obligations to repay debt. However, a more frequent occurrence is when companies like Basic Materials sell additional shares at bargain prices, diluting existing shareholders. Debt, in this case, can be an excellent and much better tool for Basic to invest in growth at high rates of return. When we think about Basic Materials' use of debt, we should always consider it together with cash and equity.Assuming the 90 days horizon the next forecasted press release will be very soon.
Check out Historical Fundamental Analysis of Basic Materials to cross-verify your projections.

Basic Materials Related Hype Analysis

Having access to credible news sources related to Basic Materials' direct competition is more important than ever and may enhance your ability to predict Basic Materials' future price movements. Getting to know how Basic Materials' peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Basic Materials may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
RYBIXBasic Materials Fund 0.00 0 per month 0.86  0.23  2.32 (2.00) 10.32 
RYBMXBasic Materials Fund 0.00 0 per month 0.84  0.23  2.33 (2.01) 11.45 
RYUIXUtilities Fund Investor 0.00 0 per month 0.00 (0.20) 1.14 (1.24) 4.31 
CVLEXCullen Value Fund 96.00 7 per month 0.56  0.07  1.28 (1.27) 4.06 
AFALXApplied Finance Core 0.00 0 per month 0.36  0.03  1.06 (0.77) 3.36 
RSJNFirst Trust Exchange Traded 0.04 6 per month 0.33 (0.04) 0.85 (0.77) 2.04 
TGFRXTanaka Growth Fund 0.14 2 per month 2.02 (0.03) 2.62 (3.12) 9.93 
PRSDSSGA Active Trust(0.02)1 per month 0.00 (0.92) 0.08 (0.08) 0.56 
PCIGLitman Gregory Funds(0.01)2 per month 0.00 (0.09) 1.32 (1.79) 5.30 
RSSEFirst Trust Exchange Traded(0.02)1 per month 0.38 (0.06) 0.94 (0.80) 2.04 

Other Forecasting Options for Basic Materials

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

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

Basic Materials Market Strength Events

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

Basic Materials Risk Indicators

The analysis of Basic Materials' 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 Basic Materials' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting basic 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.

Story Coverage note for Basic Materials

The number of cover stories for Basic Materials depends on current market conditions and Basic Materials' risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Basic Materials is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Basic Materials' long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

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Other Information on Investing in Basic Mutual Fund

Basic Materials financial ratios help investors to determine whether Basic 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 Basic with respect to the benefits of owning Basic Materials security.
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