Virtus Investment Stock Forecast - Double Exponential Smoothing

VIP Stock  EUR 232.00  10.00  4.50%   
The Double Exponential Smoothing forecasted value of Virtus Investment Partners on the next trading day is expected to be 232.00 with a mean absolute deviation of 3.15 and the sum of the absolute errors of 185.57. Virtus Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Virtus Investment's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
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 Virtus Investment works best with periods where there are trends or seasonality.

Virtus Investment Double Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Virtus Investment Partners on the next trading day is expected to be 232.00 with a mean absolute deviation of 3.15, mean absolute percentage error of 20.56, and the sum of the absolute errors of 185.57.
Please note that although there have been many attempts to predict Virtus 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 Virtus Investment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Virtus Investment Stock Forecast Pattern

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Virtus Investment Forecasted Value

In the context of forecasting Virtus Investment'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. Virtus Investment's downside and upside margins for the forecasting period are 229.81 and 234.19, respectively. We have considered Virtus Investment'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
232.00
229.81
Downside
232.00
Expected Value
234.19
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 Virtus Investment stock data series using in forecasting. Note that when a statistical model is used to represent Virtus Investment 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 -0.7303
MADMean absolute deviation3.1453
MAPEMean absolute percentage error0.0157
SAESum of the absolute errors185.57
When Virtus Investment Partners 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 Virtus Investment Partners 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 Virtus Investment observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Virtus Investment

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Virtus Investment. 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.
Hype
Prediction
LowEstimatedHigh
229.81232.00234.19
Details
Intrinsic
Valuation
LowRealHigh
208.80266.80268.99
Details
Bollinger
Band Projection (param)
LowMiddleHigh
215.12224.33233.55
Details

Other Forecasting Options for Virtus Investment

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

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

Virtus Investment 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 Virtus Investment'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 Virtus Investment's current price.

Virtus Investment Market Strength Events

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

Virtus Investment Risk Indicators

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

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Other Information on Investing in Virtus Stock

Virtus Investment financial ratios help investors to determine whether Virtus 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 Virtus with respect to the benefits of owning Virtus Investment security.