Baron Health Mutual Fund Forecast - Polynomial Regression

BHCFX Fund  USD 20.36  0.04  0.20%   
The Polynomial Regression forecasted value of Baron Health Care on the next trading day is expected to be 20.05 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.79. Baron Mutual Fund Forecast is based on your current time horizon.
  
Baron Health polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Baron Health Care as well as the accuracy indicators are determined from the period prices.

Baron Health Polynomial Regression Price Forecast For the 28th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Baron Health Care on the next trading day is expected to be 20.05 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.07, and the sum of the absolute errors of 12.79.
Please note that although there have been many attempts to predict Baron 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 Baron Health's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Baron Health Mutual Fund Forecast Pattern

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Baron Health Forecasted Value

In the context of forecasting Baron Health'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. Baron Health's downside and upside margins for the forecasting period are 19.20 and 20.91, respectively. We have considered Baron Health'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
20.36
20.05
Expected Value
20.91
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 Baron Health mutual fund data series using in forecasting. Note that when a statistical model is used to represent Baron Health 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 Criteria115.441
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2098
MAPEMean absolute percentage error0.0102
SAESum of the absolute errors12.7949
A single variable polynomial regression model attempts to put a curve through the Baron Health 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 Baron Health

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Baron Health Care. 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
0.000.000.85
Details
Intrinsic
Valuation
LowRealHigh
0.000.000.85
Details
Bollinger
Band Projection (param)
LowMiddleHigh
19.6020.2820.97
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Baron Health. Your research has to be compared to or analyzed against Baron Health's peers to derive any actionable benefits. When done correctly, Baron Health'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 Baron Health Care.

Other Forecasting Options for Baron Health

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

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

Baron Health Care 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 Baron Health'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 Baron Health's current price.

Baron Health Market Strength Events

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

Baron Health Risk Indicators

The analysis of Baron Health'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 Baron Health's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting baron 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 Baron Mutual Fund

Baron Health financial ratios help investors to determine whether Baron 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 Baron with respect to the benefits of owning Baron Health security.
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