Pieris Pharmaceuticals Stock Forecast - Polynomial Regression
| PIRS Stock | USD 16.84 0.07 0.42% |
The Polynomial Regression forecasted value of Pieris Pharmaceuticals on the next trading day is expected to be 15.69 with a mean absolute deviation of 0.32 and the sum of the absolute errors of 19.53. Pieris Stock Forecast is based on your current time horizon.
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Pieris Pharmaceuticals Polynomial Regression Price Forecast For the 26th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Pieris Pharmaceuticals on the next trading day is expected to be 15.69 with a mean absolute deviation of 0.32, mean absolute percentage error of 0.15, and the sum of the absolute errors of 19.53.Please note that although there have been many attempts to predict Pieris 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 Pieris Pharmaceuticals' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pieris Pharmaceuticals Stock Forecast Pattern
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Pieris Pharmaceuticals Forecasted Value
In the context of forecasting Pieris Pharmaceuticals' 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. Pieris Pharmaceuticals' downside and upside margins for the forecasting period are 13.44 and 17.93, respectively. We have considered Pieris Pharmaceuticals' 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 Pieris Pharmaceuticals stock data series using in forecasting. Note that when a statistical model is used to represent Pieris Pharmaceuticals 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 | 116.1952 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3202 |
| MAPE | Mean absolute percentage error | 0.0193 |
| SAE | Sum of the absolute errors | 19.5304 |
Predictive Modules for Pieris Pharmaceuticals
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pieris Pharmaceuticals. 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 Pieris Pharmaceuticals
For every potential investor in Pieris, whether a beginner or expert, Pieris Pharmaceuticals' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Pieris Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Pieris. Basic forecasting techniques help filter out the noise by identifying Pieris Pharmaceuticals' price trends.View Pieris Pharmaceuticals Related Equities
| Risk & Return | Correlation |
Pieris Pharmaceuticals 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 Pieris Pharmaceuticals' 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 Pieris Pharmaceuticals' current price.| Cycle Indicators | ||
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| Momentum Indicators | ||
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Pieris Pharmaceuticals Market Strength Events
Market strength indicators help investors to evaluate how Pieris Pharmaceuticals stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Pieris Pharmaceuticals shares will generate the highest return on investment. By undertsting and applying Pieris Pharmaceuticals stock market strength indicators, traders can identify Pieris Pharmaceuticals entry and exit signals to maximize returns.
Pieris Pharmaceuticals Risk Indicators
The analysis of Pieris Pharmaceuticals' 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 Pieris Pharmaceuticals' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pieris 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 | 1.62 | |||
| Standard Deviation | 2.26 | |||
| Variance | 5.1 |
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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Additional Tools for Pieris Stock Analysis
When running Pieris Pharmaceuticals' price analysis, check to measure Pieris Pharmaceuticals' 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 Pieris Pharmaceuticals is operating at the current time. Most of Pieris Pharmaceuticals' value examination focuses on studying past and present price action to predict the probability of Pieris Pharmaceuticals' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Pieris Pharmaceuticals' price. Additionally, you may evaluate how the addition of Pieris Pharmaceuticals to your portfolios can decrease your overall portfolio volatility.