Value Line Mutual Fund Forecast - Naive Prediction

VLIFX Fund  USD 37.03  0.30  0.82%   
The Naive Prediction forecasted value of Value Line Mid on the next trading day is expected to be 36.73 with a mean absolute deviation of 0.33 and the sum of the absolute errors of 20.19. Value Mutual Fund Forecast is based on your current time horizon.
  
A naive forecasting model for Value Line is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Value Line Mid value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Value Line Naive Prediction Price Forecast For the 24th of November

Given 90 days horizon, the Naive Prediction forecasted value of Value Line Mid on the next trading day is expected to be 36.73 with a mean absolute deviation of 0.33, mean absolute percentage error of 0.17, and the sum of the absolute errors of 20.19.
Please note that although there have been many attempts to predict Value 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 Value Line's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Value Line Mutual Fund Forecast Pattern

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Value Line Forecasted Value

In the context of forecasting Value Line'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. Value Line's downside and upside margins for the forecasting period are 35.88 and 37.59, respectively. We have considered Value Line'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
37.03
36.73
Expected Value
37.59
Upside

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 Value Line mutual fund data series using in forecasting. Note that when a statistical model is used to represent Value Line 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 Criteria116.3528
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3309
MAPEMean absolute percentage error0.009
SAESum of the absolute errors20.1862
This model is not at all useful as a medium-long range forecasting tool of Value Line Mid. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Value Line. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Value Line

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Value Line Mid. 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
36.1737.0337.89
Details
Intrinsic
Valuation
LowRealHigh
36.0936.9537.81
Details
Bollinger
Band Projection (param)
LowMiddleHigh
36.6536.9337.21
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Value Line. Your research has to be compared to or analyzed against Value Line's peers to derive any actionable benefits. When done correctly, Value Line'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 Value Line Mid.

Other Forecasting Options for Value Line

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

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

Value Line Mid 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 Value Line'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 Value Line's current price.

Value Line Market Strength Events

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

Value Line Risk Indicators

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

Value Line financial ratios help investors to determine whether Value 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 Value with respect to the benefits of owning Value Line security.
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