Innoviva Stock Forward View - Double Exponential Smoothing

INVA Stock  USD 19.75  0.20  1.02%   
Innoviva Stock outlook is based on your current time horizon. Investors can use this forecasting interface to forecast Innoviva stock prices and determine the direction of Innoviva's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Innoviva's historical fundamentals, such as revenue growth or operating cash flow patterns.
At this time, The value of RSI of Innoviva's share price is at 53. This usually indicates that the stock is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling Innoviva, making its price go up or down.

Momentum 53

 Impartial

 
Oversold
 
Overbought
The successful prediction of Innoviva's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Innoviva, which may create opportunities for some arbitrage if properly timed.
Using Innoviva hype-based prediction, you can estimate the value of Innoviva from the perspective of Innoviva response to recently generated media hype and the effects of current headlines on its competitors.
The Double Exponential Smoothing forecasted value of Innoviva on the next trading day is expected to be 19.73 with a mean absolute deviation of 0.24 and the sum of the absolute errors of 13.90.

Innoviva after-hype prediction price

    
  USD 19.75  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Innoviva to cross-verify your projections.
For information on how to trade Innoviva Stock refer to our How to Trade Innoviva Stock guide.

Innoviva Additional Predictive Modules

Most predictive techniques to examine Innoviva price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Innoviva using various technical indicators. When you analyze Innoviva charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Innoviva works best with periods where there are trends or seasonality.

Innoviva Double Exponential Smoothing Price Forecast For the 30th of January

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Innoviva on the next trading day is expected to be 19.73 with a mean absolute deviation of 0.24, mean absolute percentage error of 0.17, and the sum of the absolute errors of 13.90.
Please note that although there have been many attempts to predict Innoviva 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 Innoviva's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Innoviva Stock Forecast Pattern

Backtest Innoviva  Innoviva Price Prediction  Buy or Sell Advice  

Innoviva Forecasted Value

In the context of forecasting Innoviva'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. Innoviva's downside and upside margins for the forecasting period are 17.63 and 21.83, respectively. We have considered Innoviva'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.
Market Value
19.75
19.73
Expected Value
21.83
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Innoviva stock data series using in forecasting. Note that when a statistical model is used to represent Innoviva 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors -0.0504
MADMean absolute deviation0.2355
MAPEMean absolute percentage error0.0115
SAESum of the absolute errors13.8955
When Innoviva prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Innoviva trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Innoviva observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Innoviva

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Innoviva. 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 Innoviva'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.
Hype
Prediction
LowEstimatedHigh
17.6519.7521.85
Details
Intrinsic
Valuation
LowRealHigh
14.6816.7821.73
Details
Bollinger
Band Projection (param)
LowMiddleHigh
-38.3936.10110.59
Details

Innoviva After-Hype Price Density Analysis

As far as predicting the price of Innoviva at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Innoviva or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Innoviva, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Innoviva Estimiated After-Hype Price Volatility

In the context of predicting Innoviva's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Innoviva's historical news coverage. Innoviva's after-hype downside and upside margins for the prediction period are 17.65 and 21.85, respectively. We have considered Innoviva's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
19.75
19.75
After-hype Price
21.85
Upside
Innoviva is not too volatile at this time. Analysis and calculation of next after-hype price of Innoviva is based on 3 months time horizon.

Innoviva Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Innoviva is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Innoviva backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Innoviva, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.15 
2.10
 0.00  
 0.00  
0 Events / Month
0 Events / Month
Uncertain
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
19.75
19.75
0.00 
0.00  
Notes

Innoviva Hype Timeline

Innoviva is currently traded for 19.75. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Innoviva is anticipated not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is anticipated to be very small, whereas the daily expected return is currently at 0.15%. %. The volatility of related hype on Innoviva is about 0.0%, with the expected price after the next announcement by competition of 19.75. About 99.0% of the company shares are owned by institutional investors. The company has price-to-book (P/B) ratio of 1.46. Some equities with similar Price to Book (P/B) outperform the market in the long run. Innoviva has Price/Earnings To Growth (PEG) ratio of 0.27. The entity last dividend was issued on the 8th of September 2015. The firm had 1241:1000 split on the 3rd of June 2014. Given the investment horizon of 90 days the next anticipated press release will be uncertain.
Check out Historical Fundamental Analysis of Innoviva to cross-verify your projections.
For information on how to trade Innoviva Stock refer to our How to Trade Innoviva Stock guide.

Innoviva Related Hype Analysis

Having access to credible news sources related to Innoviva's direct competition is more important than ever and may enhance your ability to predict Innoviva's future price movements. Getting to know how Innoviva's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Innoviva may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Innoviva

For every potential investor in Innoviva, whether a beginner or expert, Innoviva's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Innoviva Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Innoviva. Basic forecasting techniques help filter out the noise by identifying Innoviva's price trends.

Innoviva 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 Innoviva stock to make a market-neutral strategy. Peer analysis of Innoviva could also be used in its relative valuation, which is a method of valuing Innoviva by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Innoviva Market Strength Events

Market strength indicators help investors to evaluate how Innoviva stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Innoviva shares will generate the highest return on investment. By undertsting and applying Innoviva stock market strength indicators, traders can identify Innoviva entry and exit signals to maximize returns.

Innoviva Risk Indicators

The analysis of Innoviva'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 Innoviva's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting innoviva 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.
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.

Story Coverage note for Innoviva

The number of cover stories for Innoviva depends on current market conditions and Innoviva's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Innoviva is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Innoviva's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Innoviva Short Properties

Innoviva's future price predictability will typically decrease when Innoviva's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Innoviva often depends not only on the future outlook of the potential Innoviva's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Innoviva's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding74.2 M
Cash And Short Term Investments412.5 M
When determining whether Innoviva offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Innoviva's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Innoviva Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Innoviva Stock:
Check out Historical Fundamental Analysis of Innoviva to cross-verify your projections.
For information on how to trade Innoviva Stock refer to our How to Trade Innoviva Stock guide.
You can also try the Sync Your Broker module to sync your existing holdings, watchlists, positions or portfolios from thousands of online brokerage services, banks, investment account aggregators and robo-advisors..
Is Stock 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 Innoviva. Market participants price Innoviva higher when confident in its future expansion prospects. The financial industry is built on trying to define current growth potential and future valuation accurately. Comprehensive Innoviva assessment requires weighing all these inputs, though not all factors influence outcomes equally.
Understanding Innoviva requires distinguishing between market price and book value, where the latter reflects Innoviva's accounting equity. The concept of intrinsic value—what Innoviva's is actually worth based on fundamentals—guides informed investors toward better entry and exit points. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Market sentiment, economic cycles, and investor behavior can push Innoviva's price substantially above or below its fundamental value.
Please note, there is a significant difference between Innoviva's value and its price as these two are different measures arrived at by different means. Investors typically determine if Innoviva is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. In contrast, Innoviva's trading price reflects the actual exchange value where willing buyers and sellers reach mutual agreement.