Rail Vision Stock Forecast - Naive Prediction

RVSNW Stock  USD 0.07  0.03  31.22%   
The Naive Prediction forecasted value of Rail Vision Ltd on the next trading day is expected to be 0.07 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.74. Rail Stock Forecast is based on your current time horizon.
  
At this time, Rail Vision's Inventory Turnover is fairly stable compared to the past year. Payables Turnover is likely to climb to 11.15 in 2024, whereas Receivables Turnover is likely to drop 2.93 in 2024. . Common Stock Shares Outstanding is likely to drop to about 2.8 M in 2024.
Forecasting cash, or other financial indicators, requires analysts to apply different statistical methods, techniques, and algorithms to find hidden patterns within the Rail Vision's financial statements to predict how it will affect future prices.
 
Cash  
First Reported
2019-03-31
Previous Quarter
4.9 M
Current Value
3.1 M
Quarterly Volatility
3.3 M
 
Covid
A naive forecasting model for Rail Vision is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Rail Vision Ltd 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.

Rail Vision Naive Prediction Price Forecast For the 14th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Rail Vision Ltd on the next trading day is expected to be 0.07 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0003, and the sum of the absolute errors of 0.74.
Please note that although there have been many attempts to predict Rail 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 Rail Vision's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Rail Vision Stock Forecast Pattern

Backtest Rail VisionRail Vision Price PredictionBuy or Sell Advice 

Rail Vision Forecasted Value

In the context of forecasting Rail Vision'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. Rail Vision's downside and upside margins for the forecasting period are 0.0006 and 35.33, respectively. We have considered Rail Vision'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
0.07
0.0006
Downside
0.07
Expected Value
35.33
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 Rail Vision stock data series using in forecasting. Note that when a statistical model is used to represent Rail Vision 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 Criteria109.9239
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0122
MAPEMean absolute percentage error9.223372036854776E14
SAESum of the absolute errors0.7429
This model is not at all useful as a medium-long range forecasting tool of Rail Vision Ltd. 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 Rail Vision. 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 Rail Vision

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Rail Vision. 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
0.000.0735.33
Details
Intrinsic
Valuation
LowRealHigh
0.000.0535.31
Details

Other Forecasting Options for Rail Vision

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

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

Rail Vision 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 Rail Vision'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 Rail Vision's current price.

Rail Vision Market Strength Events

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

Rail Vision Risk Indicators

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

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.

Additional Tools for Rail Stock Analysis

When running Rail Vision's price analysis, check to measure Rail Vision's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Rail Vision is operating at the current time. Most of Rail Vision's value examination focuses on studying past and present price action to predict the probability of Rail Vision's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Rail Vision's price. Additionally, you may evaluate how the addition of Rail Vision to your portfolios can decrease your overall portfolio volatility.