Global Healthcare Fund Forecast - Naive Prediction

HIG Fund  CAD 8.19  0.08  0.99%   
The Naive Prediction forecasted value of Global Healthcare Income on the next trading day is expected to be 8.17 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.02. Global Fund Forecast is based on your current time horizon.
  
A naive forecasting model for Global Healthcare is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Global Healthcare Income 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.

Global Healthcare Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of Global Healthcare Income on the next trading day is expected to be 8.17 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.02.
Please note that although there have been many attempts to predict Global 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 Global Healthcare's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Global Healthcare Fund Forecast Pattern

Backtest Global HealthcareGlobal Healthcare Price PredictionBuy or Sell Advice 

Global Healthcare Forecasted Value

In the context of forecasting Global Healthcare's 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. Global Healthcare's downside and upside margins for the forecasting period are 7.25 and 9.08, respectively. We have considered Global Healthcare'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
8.19
8.17
Expected Value
9.08
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 Global Healthcare fund data series using in forecasting. Note that when a statistical model is used to represent Global Healthcare 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 Criteria113.0576
BiasArithmetic mean of the errors None
MADMean absolute deviation0.066
MAPEMean absolute percentage error0.0078
SAESum of the absolute errors4.0236
This model is not at all useful as a medium-long range forecasting tool of Global Healthcare Income. 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 Global Healthcare. 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 Global Healthcare

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Global Healthcare Income. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the 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
7.288.199.10
Details
Intrinsic
Valuation
LowRealHigh
7.348.259.16
Details

Other Forecasting Options for Global Healthcare

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

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

Global Healthcare Income Technical and Predictive Analytics

The fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Global Healthcare'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 Global Healthcare's current price.

Global Healthcare Market Strength Events

Market strength indicators help investors to evaluate how Global Healthcare fund reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Global Healthcare shares will generate the highest return on investment. By undertsting and applying Global Healthcare fund market strength indicators, traders can identify Global Healthcare Income entry and exit signals to maximize returns.

Global Healthcare Risk Indicators

The analysis of Global Healthcare'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 Global Healthcare's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting global 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.

Pair Trading with Global Healthcare

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Global Healthcare position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Global Healthcare will appreciate offsetting losses from the drop in the long position's value.

Moving against Global Fund

  0.840P00012UCU RBC Global EquityPairCorr
  0.840P0000OXA6 PHN Multi StylePairCorr
  0.780P00007069 RBC PortefeuillePairCorr
  0.760P0000706A RBC Select BalancedPairCorr
  0.640P0001FAU8 TD Comfort BalancedPairCorr
The ability to find closely correlated positions to Global Healthcare could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Global Healthcare when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Global Healthcare - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Global Healthcare Income to buy it.
The correlation of Global Healthcare is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Global Healthcare moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Global Healthcare Income moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Global Healthcare can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Global Fund

Global Healthcare financial ratios help investors to determine whether Global 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 Global with respect to the benefits of owning Global Healthcare security.
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