EMPLOYERS HLDGS Stock Forecast - Polynomial Regression
| YGB Stock | EUR 49.40 1.10 2.18% |
The Polynomial Regression forecasted value of EMPLOYERS HLDGS DL on the next trading day is expected to be 49.74 with a mean absolute deviation of 0.87 and the sum of the absolute errors of 52.81. EMPLOYERS Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of EMPLOYERS HLDGS's historical fundamentals, such as revenue growth or operating cash flow patterns.
EMPLOYERS |
EMPLOYERS HLDGS Polynomial Regression Price Forecast For the 14th of December 2024
Given 90 days horizon, the Polynomial Regression forecasted value of EMPLOYERS HLDGS DL on the next trading day is expected to be 49.74 with a mean absolute deviation of 0.87, mean absolute percentage error of 1.34, and the sum of the absolute errors of 52.81.Please note that although there have been many attempts to predict EMPLOYERS 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 EMPLOYERS HLDGS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
EMPLOYERS HLDGS Stock Forecast Pattern
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EMPLOYERS HLDGS Forecasted Value
In the context of forecasting EMPLOYERS HLDGS'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. EMPLOYERS HLDGS's downside and upside margins for the forecasting period are 48.08 and 51.40, respectively. We have considered EMPLOYERS HLDGS'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 EMPLOYERS HLDGS stock data series using in forecasting. Note that when a statistical model is used to represent EMPLOYERS HLDGS 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 | 118.4006 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.8657 |
| MAPE | Mean absolute percentage error | 0.019 |
| SAE | Sum of the absolute errors | 52.8076 |
Predictive Modules for EMPLOYERS HLDGS
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as EMPLOYERS HLDGS DL. 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 EMPLOYERS HLDGS
For every potential investor in EMPLOYERS, whether a beginner or expert, EMPLOYERS HLDGS's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. EMPLOYERS Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in EMPLOYERS. Basic forecasting techniques help filter out the noise by identifying EMPLOYERS HLDGS's price trends.EMPLOYERS HLDGS 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 EMPLOYERS HLDGS stock to make a market-neutral strategy. Peer analysis of EMPLOYERS HLDGS could also be used in its relative valuation, which is a method of valuing EMPLOYERS HLDGS by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
EMPLOYERS HLDGS DL 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 EMPLOYERS HLDGS'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 EMPLOYERS HLDGS's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
EMPLOYERS HLDGS Market Strength Events
Market strength indicators help investors to evaluate how EMPLOYERS HLDGS stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading EMPLOYERS HLDGS shares will generate the highest return on investment. By undertsting and applying EMPLOYERS HLDGS stock market strength indicators, traders can identify EMPLOYERS HLDGS DL entry and exit signals to maximize returns.
| Daily Balance Of Power | (9,223,372,036,855) | |||
| Rate Of Daily Change | 0.98 | |||
| Day Median Price | 49.4 | |||
| Day Typical Price | 49.4 | |||
| Price Action Indicator | (0.55) | |||
| Period Momentum Indicator | (1.10) |
EMPLOYERS HLDGS Risk Indicators
The analysis of EMPLOYERS HLDGS'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 EMPLOYERS HLDGS's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting employers 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 | 0.9324 | |||
| Standard Deviation | 1.68 | |||
| Variance | 2.82 | |||
| Downside Variance | 1.97 | |||
| Semi Variance | 0.8694 | |||
| Expected Short fall | (1.54) |
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
Other Information on Investing in EMPLOYERS Stock
EMPLOYERS HLDGS financial ratios help investors to determine whether EMPLOYERS 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 EMPLOYERS with respect to the benefits of owning EMPLOYERS HLDGS security.