Avanos Medical Stock Forecast - Polynomial Regression
| AVNS Stock | USD 18.68 0.47 2.45% |
The Polynomial Regression forecasted value of Avanos Medical on the next trading day is expected to be 18.71 with a mean absolute deviation of 0.51 and the sum of the absolute errors of 30.87. Avanos Stock Forecast is based on your current time horizon.
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Avanos Medical Polynomial Regression Price Forecast For the 16th of November 2024
Given 90 days horizon, the Polynomial Regression forecasted value of Avanos Medical on the next trading day is expected to be 18.71 with a mean absolute deviation of 0.51, mean absolute percentage error of 0.54, and the sum of the absolute errors of 30.87.Please note that although there have been many attempts to predict Avanos 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 Avanos Medical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Avanos Medical Stock Forecast Pattern
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Avanos Medical Forecasted Value
In the context of forecasting Avanos Medical'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. Avanos Medical's downside and upside margins for the forecasting period are 15.95 and 21.48, respectively. We have considered Avanos Medical'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 Avanos Medical stock data series using in forecasting. Note that when a statistical model is used to represent Avanos Medical 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 | 117.4874 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.5061 |
| MAPE | Mean absolute percentage error | 0.0237 |
| SAE | Sum of the absolute errors | 30.8719 |
Predictive Modules for Avanos Medical
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Avanos Medical. 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 Avanos Medical
For every potential investor in Avanos, whether a beginner or expert, Avanos Medical's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Avanos Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Avanos. Basic forecasting techniques help filter out the noise by identifying Avanos Medical's price trends.View Avanos Medical Related Equities
| Risk & Return | Correlation |
Avanos Medical 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 Avanos Medical'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 Avanos Medical's current price.| Cycle Indicators | ||
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Avanos Medical Market Strength Events
Market strength indicators help investors to evaluate how Avanos Medical stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Avanos Medical shares will generate the highest return on investment. By undertsting and applying Avanos Medical stock market strength indicators, traders can identify Avanos Medical entry and exit signals to maximize returns.
| Accumulation Distribution | 7648.32 | |||
| Daily Balance Of Power | (0.72) | |||
| Rate Of Daily Change | 0.98 | |||
| Day Median Price | 18.99 | |||
| Day Typical Price | 18.88 | |||
| Price Action Indicator | (0.54) | |||
| Period Momentum Indicator | (0.47) |
Avanos Medical Risk Indicators
The analysis of Avanos Medical'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 Avanos Medical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting avanos 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 | 1.52 | |||
| Standard Deviation | 2.73 | |||
| Variance | 7.47 |
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 Avanos Stock Analysis
When running Avanos Medical's price analysis, check to measure Avanos Medical's 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 Avanos Medical is operating at the current time. Most of Avanos Medical's value examination focuses on studying past and present price action to predict the probability of Avanos Medical's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Avanos Medical's price. Additionally, you may evaluate how the addition of Avanos Medical to your portfolios can decrease your overall portfolio volatility.