Pandora AS Stock Forecast - Naive Prediction
| PNDORA Stock | DKK 1,118 10.00 0.90% |
The Naive Prediction forecasted value of Pandora AS on the next trading day is expected to be 1,137 with a mean absolute deviation of 13.41 and the sum of the absolute errors of 831.47. Pandora Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Pandora AS stock prices and determine the direction of Pandora AS's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Pandora AS's historical fundamentals, such as revenue growth or operating cash flow patterns.
Pandora |
Pandora AS Naive Prediction Price Forecast For the 30th of November
Given 90 days horizon, the Naive Prediction forecasted value of Pandora AS on the next trading day is expected to be 1,137 with a mean absolute deviation of 13.41, mean absolute percentage error of 268.78, and the sum of the absolute errors of 831.47.Please note that although there have been many attempts to predict Pandora 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 Pandora AS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pandora AS Stock Forecast Pattern
| Backtest Pandora AS | Pandora AS Price Prediction | Buy or Sell Advice |
Pandora AS Forecasted Value
In the context of forecasting Pandora AS'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. Pandora AS's downside and upside margins for the forecasting period are 1,136 and 1,139, respectively. We have considered Pandora AS'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 Pandora AS stock data series using in forecasting. Note that when a statistical model is used to represent Pandora AS 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 | 125.5423 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 13.4108 |
| MAPE | Mean absolute percentage error | 0.0123 |
| SAE | Sum of the absolute errors | 831.4691 |
Predictive Modules for Pandora AS
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pandora AS. 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 Pandora AS
For every potential investor in Pandora, whether a beginner or expert, Pandora AS's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Pandora Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Pandora. Basic forecasting techniques help filter out the noise by identifying Pandora AS's price trends.Pandora AS 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 Pandora AS stock to make a market-neutral strategy. Peer analysis of Pandora AS could also be used in its relative valuation, which is a method of valuing Pandora AS by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Pandora AS 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 Pandora AS'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 Pandora AS's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Pandora AS Market Strength Events
Market strength indicators help investors to evaluate how Pandora AS stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Pandora AS shares will generate the highest return on investment. By undertsting and applying Pandora AS stock market strength indicators, traders can identify Pandora AS entry and exit signals to maximize returns.
| Accumulation Distribution | 1292.14 | |||
| Daily Balance Of Power | 0.7407 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 1114.75 | |||
| Day Typical Price | 1115.67 | |||
| Market Facilitation Index | 1.0E-4 | |||
| Price Action Indicator | 7.75 | |||
| Period Momentum Indicator | 10.0 | |||
| Relative Strength Index | 52.65 |
Pandora AS Risk Indicators
The analysis of Pandora AS'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 Pandora AS's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pandora 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 | 1.2 | |||
| Standard Deviation | 1.47 | |||
| Variance | 2.15 |
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 Pandora AS
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 Pandora AS 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 Pandora AS will appreciate offsetting losses from the drop in the long position's value.Moving together with Pandora Stock
Moving against Pandora Stock
The ability to find closely correlated positions to Pandora AS could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Pandora AS 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 Pandora AS - 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 Pandora AS to buy it.
The correlation of Pandora AS 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 Pandora AS moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Pandora AS 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 Pandora AS 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.Other Information on Investing in Pandora Stock
Pandora AS financial ratios help investors to determine whether Pandora Stock 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 Pandora with respect to the benefits of owning Pandora AS security.