Western Asset Fund Forecast - Polynomial Regression
| HIX Fund | USD 4.41 0.02 0.46% |
The Polynomial Regression forecasted value of Western Asset High on the next trading day is expected to be 4.39 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.23. Western Fund Forecast is based on your current time horizon.
Western |
Western Asset Polynomial Regression Price Forecast For the 23rd of November
Given 90 days horizon, the Polynomial Regression forecasted value of Western Asset High on the next trading day is expected to be 4.39 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0007, and the sum of the absolute errors of 1.23.Please note that although there have been many attempts to predict Western Fund 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 Western Asset's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Western Asset Fund Forecast Pattern
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Western Asset Forecasted Value
In the context of forecasting Western Asset's Fund 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. Western Asset's downside and upside margins for the forecasting period are 3.87 and 4.91, respectively. We have considered Western Asset'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Western Asset fund data series using in forecasting. Note that when a statistical model is used to represent Western Asset fund, 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 | 110.8306 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0201 |
| MAPE | Mean absolute percentage error | 0.0046 |
| SAE | Sum of the absolute errors | 1.2261 |
Predictive Modules for Western Asset
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Western Asset High. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the fund 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 Western Asset
For every potential investor in Western, whether a beginner or expert, Western Asset's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Western Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Western. Basic forecasting techniques help filter out the noise by identifying Western Asset's price trends.View Western Asset Related Equities
| Risk & Return | Correlation |
Western Asset High Technical and Predictive Analytics
The fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Western Asset'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 Western Asset's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Western Asset Market Strength Events
Market strength indicators help investors to evaluate how Western Asset fund reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Western Asset shares will generate the highest return on investment. By undertsting and applying Western Asset fund market strength indicators, traders can identify Western Asset High entry and exit signals to maximize returns.
Western Asset Risk Indicators
The analysis of Western Asset'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 Western Asset's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting western fund 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 | 0.3906 | |||
| Semi Deviation | 0.2951 | |||
| Standard Deviation | 0.5118 | |||
| Variance | 0.262 | |||
| Downside Variance | 0.264 | |||
| Semi Variance | 0.0871 | |||
| Expected Short fall | (0.53) |
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 Western Fund
Western Asset financial ratios help investors to determine whether Western Fund 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 Western with respect to the benefits of owning Western Asset security.
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