Desjardins Melodia Fund Forecast - Naive Prediction

0P0000YSHA  CAD 14.33  0.08  0.56%   
The Naive Prediction forecasted value of Desjardins Melodia Balanced on the next trading day is expected to be 14.40 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 3.33. Desjardins Fund Forecast is based on your current time horizon.
  
A naive forecasting model for Desjardins Melodia is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Desjardins Melodia Balanced 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.

Desjardins Melodia Naive Prediction Price Forecast For the 3rd of December

Given 90 days horizon, the Naive Prediction forecasted value of Desjardins Melodia Balanced on the next trading day is expected to be 14.40 with a mean absolute deviation of 0.05, mean absolute percentage error of 0, and the sum of the absolute errors of 3.33.
Please note that although there have been many attempts to predict Desjardins 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 Desjardins Melodia's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Desjardins Melodia Fund Forecast Pattern

Backtest Desjardins MelodiaDesjardins Melodia Price PredictionBuy or Sell Advice 

Desjardins Melodia Forecasted Value

In the context of forecasting Desjardins Melodia'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. Desjardins Melodia's downside and upside margins for the forecasting period are 14.03 and 14.77, respectively. We have considered Desjardins Melodia'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
14.33
14.40
Expected Value
14.77
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 Desjardins Melodia fund data series using in forecasting. Note that when a statistical model is used to represent Desjardins Melodia 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 Criteria114.506
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0537
MAPEMean absolute percentage error0.0039
SAESum of the absolute errors3.327
This model is not at all useful as a medium-long range forecasting tool of Desjardins Melodia Balanced. 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 Desjardins Melodia. 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 Desjardins Melodia

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Desjardins Melodia. 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
13.9614.3314.70
Details
Intrinsic
Valuation
LowRealHigh
12.7113.0815.76
Details
Bollinger
Band Projection (param)
LowMiddleHigh
13.7814.0314.28
Details

Other Forecasting Options for Desjardins Melodia

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

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

Desjardins Melodia 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 Desjardins Melodia'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 Desjardins Melodia's current price.

Desjardins Melodia Market Strength Events

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

Desjardins Melodia Risk Indicators

The analysis of Desjardins Melodia'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 Desjardins Melodia's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting desjardins 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 Desjardins Melodia

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 Desjardins Melodia 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 Desjardins Melodia will appreciate offsetting losses from the drop in the long position's value.

Moving together with Desjardins Fund

  0.690P0000706A RBC Select BalancedPairCorr
  0.670P0001FAU8 TD Comfort BalancedPairCorr
  0.650P0000714D Mawer BalancedPairCorr
  0.690P00007069 RBC PortefeuillePairCorr
The ability to find closely correlated positions to Desjardins Melodia could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Desjardins Melodia 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 Desjardins Melodia - 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 Desjardins Melodia Balanced to buy it.
The correlation of Desjardins Melodia 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 Desjardins Melodia moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Desjardins Melodia 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 Desjardins Melodia 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 Desjardins Fund

Desjardins Melodia financial ratios help investors to determine whether Desjardins 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 Desjardins with respect to the benefits of owning Desjardins Melodia security.
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