Highland Long/short Mutual Fund Forecast - Simple Exponential Smoothing

HHCAX Fund  USD 15.73  0.03  0.19%   
The Simple Exponential Smoothing forecasted value of Highland Longshort Healthcare on the next trading day is expected to be 15.73 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.56. Highland Mutual Fund Forecast is based on your current time horizon.
  
Highland Long/short simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Highland Longshort Healthcare are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Highland Long/short prices get older.

Highland Long/short Simple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Highland Longshort Healthcare on the next trading day is expected to be 15.73 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.56.
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 Long/short's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Highland Long/short Mutual Fund Forecast Pattern

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Highland Long/short Forecasted Value

In the context of forecasting Highland Long/short'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 Long/short's downside and upside margins for the forecasting period are 15.53 and 15.93, respectively. We have considered Highland Long/short'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
15.73
15.73
Expected Value
15.93
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Highland Long/short mutual fund data series using in forecasting. Note that when a statistical model is used to represent Highland Long/short 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 Criteria111.2476
BiasArithmetic mean of the errors -0.0056
MADMean absolute deviation0.0256
MAPEMean absolute percentage error0.0016
SAESum of the absolute errors1.56
This simple exponential smoothing model begins by setting Highland Longshort Healthcare forecast for the second period equal to the observation of the first period. In other words, recent Highland Long/short observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Highland Long/short

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 Long/short. 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
15.5315.7315.93
Details
Intrinsic
Valuation
LowRealHigh
14.2414.4417.30
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15.5215.6815.85
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Highland Long/short. Your research has to be compared to or analyzed against Highland Long/short's peers to derive any actionable benefits. When done correctly, Highland Long/short'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 Long/short.

Other Forecasting Options for Highland Long/short

For every potential investor in Highland, whether a beginner or expert, Highland Long/short'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 Long/short's price trends.

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

Highland Long/short 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 Long/short'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 Long/short's current price.

Highland Long/short Market Strength Events

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

Highland Long/short Risk Indicators

The analysis of Highland Long/short'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 Long/short'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 Long/short 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 Long/short security.
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