Donkeyrepublic Holding Stock Forecast - Naive Prediction
| DONKEY Stock | 6.35 0.05 0.78% |
Donkeyrepublic |
Donkeyrepublic Holding Naive Prediction Price Forecast For the 1st of December
Given 90 days horizon, the Naive Prediction forecasted value of Donkeyrepublic Holding AS on the next trading day is expected to be 6.51 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.56.Please note that although there have been many attempts to predict Donkeyrepublic Stock 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 Donkeyrepublic Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Donkeyrepublic Holding Stock Forecast Pattern
Donkeyrepublic Holding Forecasted Value
In the context of forecasting Donkeyrepublic Holding's Stock 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. Donkeyrepublic Holding's downside and upside margins for the forecasting period are 3.39 and 9.63, respectively. We have considered Donkeyrepublic Holding'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.
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 Donkeyrepublic Holding stock data series using in forecasting. Note that when a statistical model is used to represent Donkeyrepublic Holding stock, 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.| AIC | Akaike Information Criteria | 114.3627 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1076 |
| MAPE | Mean absolute percentage error | 0.0167 |
| SAE | Sum of the absolute errors | 6.5621 |
Predictive Modules for Donkeyrepublic Holding
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Donkeyrepublic Holding. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Donkeyrepublic Holding's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Donkeyrepublic Holding
For every potential investor in Donkeyrepublic, whether a beginner or expert, Donkeyrepublic Holding's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Donkeyrepublic Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Donkeyrepublic. Basic forecasting techniques help filter out the noise by identifying Donkeyrepublic Holding's price trends.Donkeyrepublic Holding 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 Donkeyrepublic Holding stock to make a market-neutral strategy. Peer analysis of Donkeyrepublic Holding could also be used in its relative valuation, which is a method of valuing Donkeyrepublic Holding by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Donkeyrepublic Holding Technical and Predictive Analytics
The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Donkeyrepublic Holding'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 Donkeyrepublic Holding's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Donkeyrepublic Holding Market Strength Events
Market strength indicators help investors to evaluate how Donkeyrepublic Holding stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Donkeyrepublic Holding shares will generate the highest return on investment. By undertsting and applying Donkeyrepublic Holding stock market strength indicators, traders can identify Donkeyrepublic Holding AS entry and exit signals to maximize returns.
Donkeyrepublic Holding Risk Indicators
The analysis of Donkeyrepublic Holding'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 Donkeyrepublic Holding's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting donkeyrepublic stock 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.
| Mean Deviation | 2.02 | |||
| Standard Deviation | 3.22 | |||
| Variance | 10.4 |
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 Donkeyrepublic Holding
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 Donkeyrepublic Holding 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 Donkeyrepublic Holding will appreciate offsetting losses from the drop in the long position's value.Moving together with Donkeyrepublic Stock
Moving against Donkeyrepublic Stock
| 0.55 | DSV | DSV Panalpina AS | PairCorr |
| 0.48 | MAERSK-B | AP Mller | PairCorr |
| 0.47 | MAERSK-A | AP Mller | PairCorr |
| 0.39 | NDA-DK | Nordea Bank Abp | PairCorr |
The ability to find closely correlated positions to Donkeyrepublic Holding could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Donkeyrepublic Holding 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 Donkeyrepublic Holding - 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 Donkeyrepublic Holding AS to buy it.
The correlation of Donkeyrepublic Holding 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 Donkeyrepublic Holding moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Donkeyrepublic Holding 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 Donkeyrepublic Holding 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.