Villar Stock Forecast - Simple Regression
| VILR Stock | ILS 16,900 320.00 1.86% |
The Simple Regression forecasted value of Villar on the next trading day is expected to be 16,947 with a mean absolute deviation of 324.39 and the sum of the absolute errors of 19,788. Villar Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Villar stock prices and determine the direction of Villar's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Villar's historical fundamentals, such as revenue growth or operating cash flow patterns.
Villar |
Villar Simple Regression Price Forecast For the 27th of November
Given 90 days horizon, the Simple Regression forecasted value of Villar on the next trading day is expected to be 16,947 with a mean absolute deviation of 324.39, mean absolute percentage error of 167,650, and the sum of the absolute errors of 19,788.Please note that although there have been many attempts to predict Villar 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 Villar's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Villar Stock Forecast Pattern
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Villar Forecasted Value
In the context of forecasting Villar'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. Villar's downside and upside margins for the forecasting period are 16,945 and 16,949, respectively. We have considered Villar'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Villar stock data series using in forecasting. Note that when a statistical model is used to represent Villar 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 | 130.1401 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 324.3946 |
| MAPE | Mean absolute percentage error | 0.0208 |
| SAE | Sum of the absolute errors | 19788.0719 |
Predictive Modules for Villar
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Villar. 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 Villar
For every potential investor in Villar, whether a beginner or expert, Villar's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Villar Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Villar. Basic forecasting techniques help filter out the noise by identifying Villar's price trends.Villar 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 Villar stock to make a market-neutral strategy. Peer analysis of Villar could also be used in its relative valuation, which is a method of valuing Villar by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Villar 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 Villar'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 Villar's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Villar Market Strength Events
Market strength indicators help investors to evaluate how Villar stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Villar shares will generate the highest return on investment. By undertsting and applying Villar stock market strength indicators, traders can identify Villar entry and exit signals to maximize returns.
| Accumulation Distribution | 118.48 | |||
| Daily Balance Of Power | (0.54) | |||
| Rate Of Daily Change | 0.98 | |||
| Day Median Price | 17005.0 | |||
| Day Typical Price | 16970.0 | |||
| Market Facilitation Index | 0.17 | |||
| Price Action Indicator | (265.00) | |||
| Period Momentum Indicator | (320.00) |
Villar Risk Indicators
The analysis of Villar'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 Villar's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting villar 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 | 1.66 | |||
| Semi Deviation | 2.17 | |||
| Standard Deviation | 2.24 | |||
| Variance | 5.0 | |||
| Downside Variance | 5.82 | |||
| Semi Variance | 4.69 | |||
| Expected Short fall | (1.83) |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Other Information on Investing in Villar Stock
Villar financial ratios help investors to determine whether Villar 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 Villar with respect to the benefits of owning Villar security.