DNB Global Fund Forecast - Polynomial Regression

0P0000PS3V   761.30  0.00  0.00%   
The Polynomial Regression forecasted value of DNB Global Indeks on the next trading day is expected to be 761.92 with a mean absolute deviation of 5.71 and the sum of the absolute errors of 348.55. Investors can use prediction functions to forecast DNB Global's fund prices and determine the direction of DNB Global Indeks's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
DNB Global polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for DNB Global Indeks as well as the accuracy indicators are determined from the period prices.

DNB Global Polynomial Regression Price Forecast For the 4th of December

Given 90 days horizon, the Polynomial Regression forecasted value of DNB Global Indeks on the next trading day is expected to be 761.92 with a mean absolute deviation of 5.71, mean absolute percentage error of 48.80, and the sum of the absolute errors of 348.55.
Please note that although there have been many attempts to predict DNB 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 DNB Global's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

DNB Global Fund Forecast Pattern

DNB Global Forecasted Value

In the context of forecasting DNB Global'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. DNB Global's downside and upside margins for the forecasting period are 761.13 and 762.70, respectively. We have considered DNB Global'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
761.30
761.13
Downside
761.92
Expected Value
762.70
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of DNB Global fund data series using in forecasting. Note that when a statistical model is used to represent DNB Global 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 Criteria121.9983
BiasArithmetic mean of the errors None
MADMean absolute deviation5.7139
MAPEMean absolute percentage error0.0078
SAESum of the absolute errors348.5477
A single variable polynomial regression model attempts to put a curve through the DNB Global historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for DNB Global

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as DNB Global Indeks. 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.

Other Forecasting Options for DNB Global

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

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

DNB Global Indeks 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 DNB Global'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 DNB Global's current price.

DNB Global Market Strength Events

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

DNB Global Risk Indicators

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

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 DNB Global 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 DNB Global will appreciate offsetting losses from the drop in the long position's value.

Moving together with DNB Fund

  0.95IE00B065CV35 Franklin Floating RatePairCorr
  0.95IE0032578035 Franklin Floating RatePairCorr
  0.95IE00B000C709 Franklin Floating RatePairCorr
The ability to find closely correlated positions to DNB Global could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace DNB Global 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 DNB Global - 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 DNB Global Indeks to buy it.
The correlation of DNB Global 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 DNB Global moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if DNB Global Indeks 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 DNB Global 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
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