Masterwork Machinery Stock Forecast - Simple Exponential Smoothing
| 300195 Stock | 5.60 0.12 2.10% |
The Simple Exponential Smoothing forecasted value of Masterwork Machinery on the next trading day is expected to be 5.60 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.79. Masterwork Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Masterwork Machinery stock prices and determine the direction of Masterwork Machinery's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Masterwork Machinery's historical fundamentals, such as revenue growth or operating cash flow patterns.
Masterwork |
Masterwork Machinery Simple Exponential Smoothing Price Forecast For the 6th of February
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Masterwork Machinery on the next trading day is expected to be 5.60 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.06, and the sum of the absolute errors of 9.79.Please note that although there have been many attempts to predict Masterwork 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 Masterwork Machinery's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Masterwork Machinery Stock Forecast Pattern
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Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Masterwork Machinery stock data series using in forecasting. Note that when a statistical model is used to represent Masterwork Machinery 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 | 113.4621 |
| Bias | Arithmetic mean of the errors | -0.0015 |
| MAD | Mean absolute deviation | 0.1632 |
| MAPE | Mean absolute percentage error | 0.0265 |
| SAE | Sum of the absolute errors | 9.79 |
Predictive Modules for Masterwork Machinery
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Masterwork Machinery. 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.Masterwork Machinery 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 Masterwork Machinery stock to make a market-neutral strategy. Peer analysis of Masterwork Machinery could also be used in its relative valuation, which is a method of valuing Masterwork Machinery by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Masterwork Machinery Market Strength Events
Market strength indicators help investors to evaluate how Masterwork Machinery stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Masterwork Machinery shares will generate the highest return on investment. By undertsting and applying Masterwork Machinery stock market strength indicators, traders can identify Masterwork Machinery entry and exit signals to maximize returns.
Masterwork Machinery Risk Indicators
The analysis of Masterwork Machinery'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 Masterwork Machinery's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting masterwork 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 | 2.75 | |||
| Semi Deviation | 3.4 | |||
| Standard Deviation | 4.09 | |||
| Variance | 16.75 | |||
| Downside Variance | 14.27 | |||
| Semi Variance | 11.54 | |||
| Expected Short fall | (2.97) |
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 Masterwork Stock
Masterwork Machinery financial ratios help investors to determine whether Masterwork 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 Masterwork with respect to the benefits of owning Masterwork Machinery security.