Dana Resources Stock Forecast - Polynomial Regression
The Polynomial Regression forecasted value of Dana Resources on the next trading day is expected to be 0.00 with a mean absolute deviation of 0.00 and the sum of the absolute errors of 0.00. Dana Stock Forecast is based on your current time horizon. Although Dana Resources' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Dana Resources' systematic risk associated with finding meaningful patterns of Dana Resources fundamentals over time.
Dana |
Dana Resources Polynomial Regression Price Forecast For the 24th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Dana Resources on the next trading day is expected to be 0.00 with a mean absolute deviation of 0.00, mean absolute percentage error of 0.00, and the sum of the absolute errors of 0.00.Please note that although there have been many attempts to predict Dana 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 Dana Resources' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Dana Resources Stock Forecast Pattern
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Dana Resources Forecasted Value
In the context of forecasting Dana Resources' 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. Dana Resources' downside and upside margins for the forecasting period are 0.00 and 0.00, respectively. We have considered Dana Resources' 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Dana Resources stock data series using in forecasting. Note that when a statistical model is used to represent Dana Resources 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 | -9.223372036854776E14 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0 |
| MAPE | Mean absolute percentage error | 0.0 |
| SAE | Sum of the absolute errors | 0.0 |
Predictive Modules for Dana Resources
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Dana Resources. 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.Other Forecasting Options for Dana Resources
For every potential investor in Dana, whether a beginner or expert, Dana Resources' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Dana Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Dana. Basic forecasting techniques help filter out the noise by identifying Dana Resources' price trends.Dana Resources 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 Dana Resources stock to make a market-neutral strategy. Peer analysis of Dana Resources could also be used in its relative valuation, which is a method of valuing Dana Resources by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Dana Resources 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 Dana Resources' 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 Dana Resources' current price.| Cycle Indicators | ||
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Pair Trading with Dana Resources
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 Dana Resources 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 Dana Resources will appreciate offsetting losses from the drop in the long position's value.The ability to find closely correlated positions to Dana Resources could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Dana Resources 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 Dana Resources - 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 Dana Resources to buy it.
The correlation of Dana Resources 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 Dana Resources moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Dana Resources 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 Dana Resources 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.Additional Tools for Dana Stock Analysis
When running Dana Resources' price analysis, check to measure Dana Resources' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Dana Resources is operating at the current time. Most of Dana Resources' value examination focuses on studying past and present price action to predict the probability of Dana Resources' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Dana Resources' price. Additionally, you may evaluate how the addition of Dana Resources to your portfolios can decrease your overall portfolio volatility.