Veeva Systems Stock Forecast - Naive Prediction

VEE Stock  EUR 212.50  4.60  2.21%   
The Naive Prediction forecasted value of Veeva Systems on the next trading day is expected to be 197.94 with a mean absolute deviation of 5.40 and the sum of the absolute errors of 329.47. Veeva Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Veeva Systems' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Veeva Systems is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Veeva Systems value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Veeva Systems Naive Prediction Price Forecast For the 23rd of December

Given 90 days horizon, the Naive Prediction forecasted value of Veeva Systems on the next trading day is expected to be 197.94 with a mean absolute deviation of 5.40, mean absolute percentage error of 49.64, and the sum of the absolute errors of 329.47.
Please note that although there have been many attempts to predict Veeva 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 Veeva Systems' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Veeva Systems Stock Forecast Pattern

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Veeva Systems Forecasted Value

In the context of forecasting Veeva Systems' 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. Veeva Systems' downside and upside margins for the forecasting period are 195.55 and 200.33, respectively. We have considered Veeva Systems' 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
212.50
195.55
Downside
197.94
Expected Value
200.33
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Veeva Systems stock data series using in forecasting. Note that when a statistical model is used to represent Veeva Systems 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 Criteria122.0154
BiasArithmetic mean of the errors None
MADMean absolute deviation5.4012
MAPEMean absolute percentage error0.0257
SAESum of the absolute errors329.4708
This model is not at all useful as a medium-long range forecasting tool of Veeva Systems. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Veeva Systems. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Veeva Systems

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Veeva Systems. 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
210.12212.50214.88
Details
Intrinsic
Valuation
LowRealHigh
209.47211.85214.23
Details
Bollinger
Band Projection (param)
LowMiddleHigh
201.89219.63237.38
Details

Other Forecasting Options for Veeva Systems

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

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

Veeva Systems 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 Veeva Systems' 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 Veeva Systems' current price.

Veeva Systems Market Strength Events

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

Veeva Systems Risk Indicators

The analysis of Veeva Systems' 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 Veeva Systems' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting veeva 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 Veeva Stock

Veeva Systems financial ratios help investors to determine whether Veeva 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 Veeva with respect to the benefits of owning Veeva Systems security.