Redbubble Pink Sheet Forecast - Naive Prediction
| RDBBF Stock | USD 0.22 0.01 4.76% |
The Naive Prediction forecasted value of Redbubble Limited on the next trading day is expected to be 0.22 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.51. Redbubble Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Redbubble's historical fundamentals, such as revenue growth or operating cash flow patterns.
Redbubble |
Redbubble Naive Prediction Price Forecast For the 27th of November
Given 90 days horizon, the Naive Prediction forecasted value of Redbubble Limited on the next trading day is expected to be 0.22 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0001, and the sum of the absolute errors of 0.51.Please note that although there have been many attempts to predict Redbubble Pink Sheet 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 Redbubble's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Redbubble Pink Sheet Forecast Pattern
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Redbubble Forecasted Value
In the context of forecasting Redbubble's Pink Sheet 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. Redbubble's downside and upside margins for the forecasting period are 0 and 6.37, respectively. We have considered Redbubble'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 Redbubble pink sheet data series using in forecasting. Note that when a statistical model is used to represent Redbubble pink sheet, 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 | 109.1738 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0083 |
| MAPE | Mean absolute percentage error | 0.0337 |
| SAE | Sum of the absolute errors | 0.5069 |
Predictive Modules for Redbubble
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Redbubble Limited. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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 Redbubble
For every potential investor in Redbubble, whether a beginner or expert, Redbubble's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Redbubble Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Redbubble. Basic forecasting techniques help filter out the noise by identifying Redbubble's price trends.View Redbubble Related Equities
| Risk & Return | Correlation |
Redbubble Limited Technical and Predictive Analytics
The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Redbubble'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 Redbubble's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
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| Volume Indicators |
Redbubble Market Strength Events
Market strength indicators help investors to evaluate how Redbubble pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Redbubble shares will generate the highest return on investment. By undertsting and applying Redbubble pink sheet market strength indicators, traders can identify Redbubble Limited entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.05 | |||
| Day Median Price | 0.22 | |||
| Day Typical Price | 0.22 | |||
| Price Action Indicator | 0.005 | |||
| Period Momentum Indicator | 0.01 |
Redbubble Risk Indicators
The analysis of Redbubble'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 Redbubble's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting redbubble pink sheet 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 | 2.8 | |||
| Standard Deviation | 6.07 | |||
| Variance | 36.81 |
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.
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Other Information on Investing in Redbubble Pink Sheet
Redbubble financial ratios help investors to determine whether Redbubble Pink Sheet 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 Redbubble with respect to the benefits of owning Redbubble security.