LivaNova PLC Stock Forecast - 4 Period Moving Average
| LIVN Stock | USD 50.69 1.79 3.41% |
The 4 Period Moving Average forecasted value of LivaNova PLC on the next trading day is expected to be 51.40 with a mean absolute deviation of 0.82 and the sum of the absolute errors of 46.81. LivaNova Stock Forecast is based on your current time horizon. Although LivaNova PLC's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of LivaNova PLC's systematic risk associated with finding meaningful patterns of LivaNova PLC fundamentals over time.
LivaNova |
LivaNova PLC 4 Period Moving Average Price Forecast For the 29th of November
Given 90 days horizon, the 4 Period Moving Average forecasted value of LivaNova PLC on the next trading day is expected to be 51.40 with a mean absolute deviation of 0.82, mean absolute percentage error of 1.08, and the sum of the absolute errors of 46.81.Please note that although there have been many attempts to predict LivaNova 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 LivaNova PLC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
LivaNova PLC Stock Forecast Pattern
| Backtest LivaNova PLC | LivaNova PLC Price Prediction | Buy or Sell Advice |
LivaNova PLC Forecasted Value
In the context of forecasting LivaNova PLC'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. LivaNova PLC's downside and upside margins for the forecasting period are 49.72 and 53.08, respectively. We have considered LivaNova PLC'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 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of LivaNova PLC stock data series using in forecasting. Note that when a statistical model is used to represent LivaNova PLC 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 | 110.8348 |
| Bias | Arithmetic mean of the errors | -0.1885 |
| MAD | Mean absolute deviation | 0.8213 |
| MAPE | Mean absolute percentage error | 0.016 |
| SAE | Sum of the absolute errors | 46.8125 |
Predictive Modules for LivaNova PLC
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as LivaNova PLC. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of LivaNova PLC'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 LivaNova PLC
For every potential investor in LivaNova, whether a beginner or expert, LivaNova PLC's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. LivaNova Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in LivaNova. Basic forecasting techniques help filter out the noise by identifying LivaNova PLC's price trends.View LivaNova PLC Related Equities
| Risk & Return | Correlation |
LivaNova PLC 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 LivaNova PLC'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 LivaNova PLC's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
LivaNova PLC Market Strength Events
Market strength indicators help investors to evaluate how LivaNova PLC stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading LivaNova PLC shares will generate the highest return on investment. By undertsting and applying LivaNova PLC stock market strength indicators, traders can identify LivaNova PLC entry and exit signals to maximize returns.
LivaNova PLC Risk Indicators
The analysis of LivaNova PLC'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 LivaNova PLC's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting livanova 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 | 1.23 | |||
| Semi Deviation | 1.49 | |||
| Standard Deviation | 1.77 | |||
| Variance | 3.12 | |||
| Downside Variance | 3.2 | |||
| Semi Variance | 2.23 | |||
| Expected Short fall | (1.19) |
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 LivaNova PLC
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 LivaNova PLC 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 LivaNova PLC will appreciate offsetting losses from the drop in the long position's value.Moving against LivaNova Stock
| 0.77 | HUM | Humana Inc Fiscal Year End 23rd of January 2025 | PairCorr |
| 0.64 | XYLO | Xylo Technologies Symbol Change | PairCorr |
| 0.54 | ELV | Elevance Health Fiscal Year End 22nd of January 2025 | PairCorr |
| 0.49 | CI | Cigna Corp | PairCorr |
| 0.46 | CNC | Centene Corp Sell-off Trend | PairCorr |
The ability to find closely correlated positions to LivaNova PLC could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace LivaNova PLC 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 LivaNova PLC - 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 LivaNova PLC to buy it.
The correlation of LivaNova PLC 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 LivaNova PLC moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if LivaNova PLC 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 LivaNova PLC 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.Check out Historical Fundamental Analysis of LivaNova PLC to cross-verify your projections. To learn how to invest in LivaNova Stock, please use our How to Invest in LivaNova PLC guide.You can also try the Competition Analyzer module to analyze and compare many basic indicators for a group of related or unrelated entities.
Is Health Care Equipment & Supplies space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of LivaNova PLC. If investors know LivaNova will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about LivaNova PLC listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 14 | Earnings Share 0.43 | Revenue Per Share 22.907 | Quarterly Revenue Growth 0.112 | Return On Assets 0.0434 |
The market value of LivaNova PLC is measured differently than its book value, which is the value of LivaNova that is recorded on the company's balance sheet. Investors also form their own opinion of LivaNova PLC's value that differs from its market value or its book value, called intrinsic value, which is LivaNova PLC's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because LivaNova PLC's market value can be influenced by many factors that don't directly affect LivaNova PLC's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between LivaNova PLC's value and its price as these two are different measures arrived at by different means. Investors typically determine if LivaNova PLC is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, LivaNova PLC's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.