Innovative Payment OTC Stock Forecast - Polynomial Regression
| IPSI Stock | USD 0.07 0 4.11% |
The Polynomial Regression forecasted value of Innovative Payment Solutions on the next trading day is expected to be 0.06 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.36. Innovative OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Innovative Payment's historical fundamentals, such as revenue growth or operating cash flow patterns.
Innovative |
Innovative Payment Polynomial Regression Price Forecast For the 16th of December 2024
Given 90 days horizon, the Polynomial Regression forecasted value of Innovative Payment Solutions on the next trading day is expected to be 0.06 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.000064, and the sum of the absolute errors of 0.36.Please note that although there have been many attempts to predict Innovative OTC 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 Innovative Payment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Innovative Payment OTC Stock Forecast Pattern
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Innovative Payment Forecasted Value
In the context of forecasting Innovative Payment's OTC 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. Innovative Payment's downside and upside margins for the forecasting period are 0.0007 and 11.62, respectively. We have considered Innovative Payment'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Innovative Payment otc stock data series using in forecasting. Note that when a statistical model is used to represent Innovative Payment otc 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 | 108.4585 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0058 |
| MAPE | Mean absolute percentage error | 0.0607 |
| SAE | Sum of the absolute errors | 0.3555 |
Predictive Modules for Innovative Payment
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Innovative Payment. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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 Innovative Payment'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 Innovative Payment
For every potential investor in Innovative, whether a beginner or expert, Innovative Payment's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Innovative OTC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Innovative. Basic forecasting techniques help filter out the noise by identifying Innovative Payment's price trends.Innovative Payment 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 Innovative Payment otc stock to make a market-neutral strategy. Peer analysis of Innovative Payment could also be used in its relative valuation, which is a method of valuing Innovative Payment by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Innovative Payment Technical and Predictive Analytics
The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Innovative Payment'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 Innovative Payment's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Innovative Payment Market Strength Events
Market strength indicators help investors to evaluate how Innovative Payment otc stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Innovative Payment shares will generate the highest return on investment. By undertsting and applying Innovative Payment otc stock market strength indicators, traders can identify Innovative Payment Solutions entry and exit signals to maximize returns.
Innovative Payment Risk Indicators
The analysis of Innovative Payment'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 Innovative Payment's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting innovative otc 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 | 7.6 | |||
| Semi Deviation | 7.96 | |||
| Standard Deviation | 11.62 | |||
| Variance | 135.09 | |||
| Downside Variance | 85.65 | |||
| Semi Variance | 63.38 | |||
| Expected Short fall | (11.74) |
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 Innovative OTC Stock
Innovative Payment financial ratios help investors to determine whether Innovative OTC 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 Innovative with respect to the benefits of owning Innovative Payment security.