Manulife Multifactor Etf Forecast - 4 Period Moving Average

MULC Etf  CAD 53.07  0.71  1.36%   
The 4 Period Moving Average forecasted value of Manulife Multifactor Large on the next trading day is expected to be 52.90 with a mean absolute deviation of 0.43 and the sum of the absolute errors of 24.33. Manulife Etf Forecast is based on your current time horizon.
  
A four-period moving average forecast model for Manulife Multifactor Large 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.

Manulife Multifactor 4 Period Moving Average Price Forecast For the 22nd of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Manulife Multifactor Large on the next trading day is expected to be 52.90 with a mean absolute deviation of 0.43, mean absolute percentage error of 0.33, and the sum of the absolute errors of 24.33.
Please note that although there have been many attempts to predict Manulife Etf 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 Manulife Multifactor's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Manulife Multifactor Etf Forecast Pattern

Backtest Manulife MultifactorManulife Multifactor Price PredictionBuy or Sell Advice 

Manulife Multifactor Forecasted Value

In the context of forecasting Manulife Multifactor's Etf 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. Manulife Multifactor's downside and upside margins for the forecasting period are 52.22 and 53.57, respectively. We have considered Manulife Multifactor'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
53.07
52.90
Expected Value
53.57
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 Manulife Multifactor etf data series using in forecasting. Note that when a statistical model is used to represent Manulife Multifactor etf, 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 Criteria109.6482
BiasArithmetic mean of the errors -0.0544
MADMean absolute deviation0.4268
MAPEMean absolute percentage error0.008
SAESum of the absolute errors24.325
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 Manulife Multifactor. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Manulife Multifactor Large and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Manulife Multifactor

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Manulife Multifactor. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf 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
52.3953.0753.75
Details
Intrinsic
Valuation
LowRealHigh
52.4153.0953.77
Details
Bollinger
Band Projection (param)
LowMiddleHigh
52.7854.2055.63
Details

Other Forecasting Options for Manulife Multifactor

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

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

Manulife Multifactor Technical and Predictive Analytics

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

Manulife Multifactor Market Strength Events

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

Manulife Multifactor Risk Indicators

The analysis of Manulife Multifactor'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 Manulife Multifactor's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting manulife etf 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 Manulife Multifactor

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 Manulife Multifactor 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 Manulife Multifactor will appreciate offsetting losses from the drop in the long position's value.

Moving together with Manulife Etf

  0.98XSP iShares Core SPPairCorr
  0.91ZSP BMO SP 500PairCorr
  0.91VFV Vanguard SP 500PairCorr
  0.91HXS Global X SPPairCorr
  0.91XUS iShares Core SPPairCorr
The ability to find closely correlated positions to Manulife Multifactor could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Manulife Multifactor 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 Manulife Multifactor - 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 Manulife Multifactor Large to buy it.
The correlation of Manulife Multifactor 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 Manulife Multifactor moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Manulife Multifactor 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 Manulife Multifactor 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 Manulife Etf

Manulife Multifactor financial ratios help investors to determine whether Manulife Etf 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 Manulife with respect to the benefits of owning Manulife Multifactor security.