Westinghouse Air Stock Forecast - Simple Regression
| WAB Stock | USD 224.42 1.98 0.89% |
The Simple Regression forecasted value of Westinghouse Air Brake on the next trading day is expected to be 221.59 with a mean absolute deviation of 2.89 and the sum of the absolute errors of 176.08. Westinghouse Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Westinghouse Air stock prices and determine the direction of Westinghouse Air Brake's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Westinghouse Air's historical fundamentals, such as revenue growth or operating cash flow patterns.
The relative strength index (RSI) of Westinghouse Air's stock price is about 62. This entails that the stock is rather overbought by investors at the present time. The main point of the Relative Strength Index (RSI) is to track how fast people are buying or selling Westinghouse, making its price go up or down. Momentum 62
Buy Extended
Oversold | Overbought |
Quarterly Earnings Growth 0.11 | EPS Estimate Next Quarter 2.1249 | EPS Estimate Current Year 8.9687 | EPS Estimate Next Year 10.1834 | Wall Street Target Price 236.1818 |
Using Westinghouse Air hype-based prediction, you can estimate the value of Westinghouse Air Brake from the perspective of Westinghouse Air response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Westinghouse Air using Westinghouse Air's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Westinghouse using crowd psychology based on the activity and movement of Westinghouse Air's stock price.
Westinghouse Air Short Interest
A significant increase or decrease in Westinghouse Air's short interest from the previous month could be a good indicator of investor sentiment towards Westinghouse. Short interest can provide insight into the potential direction of Westinghouse Air stock and how bullish or bearish investors feel about the market overall.
200 Day MA 198.2851 | Short Percent 0.0162 | Short Ratio 3.01 | Shares Short Prior Month 2.5 M | 50 Day MA 209.241 |
Westinghouse Air Brake Hype to Price Pattern
Investor biases related to Westinghouse Air's public news can be used to forecast risks associated with an investment in Westinghouse. The trend in average sentiment can be used to explain how an investor holding Westinghouse can time the market purely based on public headlines and social activities around Westinghouse Air Brake. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Some investors profit by finding stocks that are overvalued or undervalued based on market sentiment. The correlation of Westinghouse Air's market sentiment to its price can help taders to make decisions based on the overall investors consensus about Westinghouse Air.
Westinghouse Air Implied Volatility | 0.32 |
Westinghouse Air's implied volatility exposes the market's sentiment of Westinghouse Air Brake stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Westinghouse Air's implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Westinghouse Air stock will not fluctuate a lot when Westinghouse Air's options are near their expiration.
The Simple Regression forecasted value of Westinghouse Air Brake on the next trading day is expected to be 221.59 with a mean absolute deviation of 2.89 and the sum of the absolute errors of 176.08. Westinghouse Air after-hype prediction price | USD 223.59 |
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.
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Open Interest Against 2026-04-17 Westinghouse Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Westinghouse Air's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Westinghouse Air's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Westinghouse Air stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Westinghouse Air's open interest, investors have to compare it to Westinghouse Air's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Westinghouse Air is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Westinghouse. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Westinghouse Air Additional Predictive Modules
Most predictive techniques to examine Westinghouse price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Westinghouse using various technical indicators. When you analyze Westinghouse 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.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Westinghouse Air Simple Regression Price Forecast For the 10th of January
Given 90 days horizon, the Simple Regression forecasted value of Westinghouse Air Brake on the next trading day is expected to be 221.59 with a mean absolute deviation of 2.89, mean absolute percentage error of 13.36, and the sum of the absolute errors of 176.08.Please note that although there have been many attempts to predict Westinghouse 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 Westinghouse Air's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Westinghouse Air Stock Forecast Pattern
| Backtest Westinghouse Air | Westinghouse Air Price Prediction | Buy or Sell Advice |
Westinghouse Air Forecasted Value
In the context of forecasting Westinghouse Air'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. Westinghouse Air's downside and upside margins for the forecasting period are 220.26 and 222.91, respectively. We have considered Westinghouse Air'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 Westinghouse Air stock data series using in forecasting. Note that when a statistical model is used to represent Westinghouse Air 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 | 120.7026 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 2.8865 |
| MAPE | Mean absolute percentage error | 0.014 |
| SAE | Sum of the absolute errors | 176.0764 |
Predictive Modules for Westinghouse Air
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Westinghouse Air Brake. 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 Westinghouse Air
For every potential investor in Westinghouse, whether a beginner or expert, Westinghouse Air's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Westinghouse Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Westinghouse. Basic forecasting techniques help filter out the noise by identifying Westinghouse Air's price trends.Westinghouse Air 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 Westinghouse Air stock to make a market-neutral strategy. Peer analysis of Westinghouse Air could also be used in its relative valuation, which is a method of valuing Westinghouse Air by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Westinghouse Air Brake 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 Westinghouse Air'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 Westinghouse Air's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Westinghouse Air Market Strength Events
Market strength indicators help investors to evaluate how Westinghouse Air stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Westinghouse Air shares will generate the highest return on investment. By undertsting and applying Westinghouse Air stock market strength indicators, traders can identify Westinghouse Air Brake entry and exit signals to maximize returns.
| Accumulation Distribution | 10988.64 | |||
| Daily Balance Of Power | 0.5143 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 224.37 | |||
| Day Typical Price | 224.38 | |||
| Price Action Indicator | 1.04 | |||
| Period Momentum Indicator | 1.98 | |||
| Relative Strength Index | 62.07 |
Westinghouse Air Risk Indicators
The analysis of Westinghouse Air'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 Westinghouse Air's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting westinghouse 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 | 1.11 | |||
| Semi Deviation | 1.25 | |||
| Standard Deviation | 1.38 | |||
| Variance | 1.9 | |||
| Downside Variance | 2.0 | |||
| Semi Variance | 1.57 | |||
| Expected Short fall | (1.12) |
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.When determining whether Westinghouse Air Brake offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Westinghouse Air'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 Westinghouse Air Brake Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Westinghouse Air Brake Stock:Check out Historical Fundamental Analysis of Westinghouse Air to cross-verify your projections. You can also try the Equity Search module to search for actively traded equities including funds and ETFs from over 30 global markets.
Is Construction Machinery & Heavy Transportation Equipment 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 Westinghouse Air. If investors know Westinghouse will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Westinghouse Air listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 0.11 | Dividend Share 0.95 | Earnings Share 6.89 | Revenue Per Share | Quarterly Revenue Growth 0.084 |
The market value of Westinghouse Air Brake is measured differently than its book value, which is the value of Westinghouse that is recorded on the company's balance sheet. Investors also form their own opinion of Westinghouse Air's value that differs from its market value or its book value, called intrinsic value, which is Westinghouse Air's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Westinghouse Air's market value can be influenced by many factors that don't directly affect Westinghouse Air's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Westinghouse Air's value and its price as these two are different measures arrived at by different means. Investors typically determine if Westinghouse Air is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Westinghouse Air's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.