Highland Longshort Mutual Fund Forecast - 4 Period Moving Average

HHCZX Fund  USD 16.63  0.02  0.12%   
The 4 Period Moving Average forecasted value of Highland Longshort Healthcare on the next trading day is expected to be 16.62 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.36. Highland Mutual Fund Forecast is based on your current time horizon.
  
A four-period moving average forecast model for Highland Longshort Healthcare is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Highland Longshort 4 Period Moving Average Price Forecast For the 2nd of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Highland Longshort Healthcare on the next trading day is expected to be 16.62 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.36.
Please note that although there have been many attempts to predict Highland 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 Highland Longshort's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Highland Longshort Mutual Fund Forecast Pattern

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Highland Longshort Forecasted Value

In the context of forecasting Highland Longshort'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. Highland Longshort's downside and upside margins for the forecasting period are 16.42 and 16.83, respectively. We have considered Highland Longshort'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
16.63
16.62
Expected Value
16.83
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Highland Longshort mutual fund data series using in forecasting. Note that when a statistical model is used to represent Highland Longshort 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 Criteria104.8069
BiasArithmetic mean of the errors -0.0193
MADMean absolute deviation0.0414
MAPEMean absolute percentage error0.0025
SAESum of the absolute errors2.36
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Highland Longshort. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Highland Longshort Healthcare and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Highland Longshort

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Highland Longshort. 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
16.4316.6316.83
Details
Intrinsic
Valuation
LowRealHigh
15.0615.2618.29
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16.5016.5916.68
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Highland Longshort. Your research has to be compared to or analyzed against Highland Longshort's peers to derive any actionable benefits. When done correctly, Highland Longshort'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 Highland Longshort.

Other Forecasting Options for Highland Longshort

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

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

Highland Longshort 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 Highland Longshort'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 Highland Longshort's current price.

Highland Longshort Market Strength Events

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

Highland Longshort Risk Indicators

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

Highland Longshort financial ratios help investors to determine whether Highland 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 Highland with respect to the benefits of owning Highland Longshort security.
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