Westwood Holdings Stock Forecast - Polynomial Regression
| WHG Stock | USD 16.20 0.53 3.38% |
The Polynomial Regression forecasted value of Westwood Holdings Group on the next trading day is expected to be 16.68 with a mean absolute deviation of 0.37 and the sum of the absolute errors of 23.24. Westwood Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Westwood Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
Westwood |
Open Interest Against 2025-03-21 Westwood Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Westwood Holdings' 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 Westwood Holdings' options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Westwood Holdings 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 Westwood Holdings' open interest, investors have to compare it to Westwood Holdings' 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 Westwood Holdings 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 Westwood. 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.
Westwood Holdings Polynomial Regression Price Forecast For the 28th of February
Given 90 days horizon, the Polynomial Regression forecasted value of Westwood Holdings Group on the next trading day is expected to be 16.68 with a mean absolute deviation of 0.37, mean absolute percentage error of 0.20, and the sum of the absolute errors of 23.24.Please note that although there have been many attempts to predict Westwood 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 Westwood Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Westwood Holdings Stock Forecast Pattern
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Westwood Holdings Forecasted Value
In the context of forecasting Westwood Holdings' 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. Westwood Holdings' downside and upside margins for the forecasting period are 14.24 and 19.11, respectively. We have considered Westwood Holdings' 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Westwood Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Westwood Holdings 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 | 118.346 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3748 |
| MAPE | Mean absolute percentage error | 0.0243 |
| SAE | Sum of the absolute errors | 23.24 |
Predictive Modules for Westwood Holdings
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Westwood Holdings. 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 Westwood Holdings
For every potential investor in Westwood, whether a beginner or expert, Westwood Holdings' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Westwood Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Westwood. Basic forecasting techniques help filter out the noise by identifying Westwood Holdings' price trends.View Westwood Holdings Related Equities
| Risk & Return | Correlation |
Westwood Holdings 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 Westwood Holdings' 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 Westwood Holdings' current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
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| Volume Indicators |
Westwood Holdings Market Strength Events
Market strength indicators help investors to evaluate how Westwood Holdings stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Westwood Holdings shares will generate the highest return on investment. By undertsting and applying Westwood Holdings stock market strength indicators, traders can identify Westwood Holdings Group entry and exit signals to maximize returns.
Westwood Holdings Risk Indicators
The analysis of Westwood Holdings' 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 Westwood Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting westwood 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 | 1.87 | |||
| Semi Deviation | 2.0 | |||
| Standard Deviation | 2.46 | |||
| Variance | 6.03 | |||
| Downside Variance | 4.28 | |||
| Semi Variance | 3.99 | |||
| Expected Short fall | (2.19) |
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.
Currently Active Assets on Macroaxis
When determining whether Westwood Holdings is a strong investment it is important to analyze Westwood Holdings' competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Westwood Holdings' future performance. For an informed investment choice regarding Westwood Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Westwood Holdings to cross-verify your projections. You can also try the Portfolio Manager module to state of the art Portfolio Manager to monitor and improve performance of your invested capital.
Is Asset Management & Custody Banks 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 Westwood Holdings. If investors know Westwood 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 Westwood Holdings 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 (0.98) | Dividend Share 0.6 | Earnings Share 0.33 | Revenue Per Share | Quarterly Revenue Growth 0.084 |
The market value of Westwood Holdings is measured differently than its book value, which is the value of Westwood that is recorded on the company's balance sheet. Investors also form their own opinion of Westwood Holdings' value that differs from its market value or its book value, called intrinsic value, which is Westwood Holdings' 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 Westwood Holdings' market value can be influenced by many factors that don't directly affect Westwood Holdings' 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 Westwood Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if Westwood Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Westwood Holdings' 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.