Deswell Industries Stock Forecast - Polynomial Regression
| DSWL Stock | USD 2.62 0.00 0.00% |
The Polynomial Regression forecasted value of Deswell Industries on the next trading day is expected to be 2.59 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.56. Deswell Stock Forecast is based on your current time horizon. Although Deswell Industries' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Deswell Industries' systematic risk associated with finding meaningful patterns of Deswell Industries fundamentals over time.
Deswell |
Deswell Industries Polynomial Regression Price Forecast For the 23rd of November
Given 90 days horizon, the Polynomial Regression forecasted value of Deswell Industries on the next trading day is expected to be 2.59 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.56.Please note that although there have been many attempts to predict Deswell 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 Deswell Industries' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Deswell Industries Stock Forecast Pattern
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Deswell Industries Forecasted Value
In the context of forecasting Deswell Industries' 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. Deswell Industries' downside and upside margins for the forecasting period are 0.51 and 4.67, respectively. We have considered Deswell Industries' 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 Deswell Industries stock data series using in forecasting. Note that when a statistical model is used to represent Deswell Industries 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 | 113.9664 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0413 |
| MAPE | Mean absolute percentage error | 0.0164 |
| SAE | Sum of the absolute errors | 2.5606 |
Predictive Modules for Deswell Industries
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Deswell Industries. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Deswell Industries' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Deswell Industries
For every potential investor in Deswell, whether a beginner or expert, Deswell Industries' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Deswell Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Deswell. Basic forecasting techniques help filter out the noise by identifying Deswell Industries' price trends.Deswell Industries 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 Deswell Industries stock to make a market-neutral strategy. Peer analysis of Deswell Industries could also be used in its relative valuation, which is a method of valuing Deswell Industries by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Deswell Industries 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 Deswell Industries' 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 Deswell Industries' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
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| Statistic Functions | ||
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| Volume Indicators |
Deswell Industries Market Strength Events
Market strength indicators help investors to evaluate how Deswell Industries stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Deswell Industries shares will generate the highest return on investment. By undertsting and applying Deswell Industries stock market strength indicators, traders can identify Deswell Industries entry and exit signals to maximize returns.
| Accumulation Distribution | 465.58 | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 2.6 | |||
| Day Typical Price | 2.61 | |||
| Price Action Indicator | 0.02 |
Deswell Industries Risk Indicators
The analysis of Deswell Industries' 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 Deswell Industries' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting deswell 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 | 1.45 | |||
| Semi Deviation | 1.86 | |||
| Standard Deviation | 2.05 | |||
| Variance | 4.19 | |||
| Downside Variance | 5.28 | |||
| Semi Variance | 3.45 | |||
| Expected Short fall | (1.63) |
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.
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Is Electronic Equipment, Instruments & Components 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 Deswell Industries. If investors know Deswell 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 Deswell Industries 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 0.592 | Earnings Share 0.65 | Revenue Per Share 4.353 | Quarterly Revenue Growth (0.04) | Return On Assets 0.0219 |
The market value of Deswell Industries is measured differently than its book value, which is the value of Deswell that is recorded on the company's balance sheet. Investors also form their own opinion of Deswell Industries' value that differs from its market value or its book value, called intrinsic value, which is Deswell Industries' 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 Deswell Industries' market value can be influenced by many factors that don't directly affect Deswell Industries' 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 Deswell Industries' value and its price as these two are different measures arrived at by different means. Investors typically determine if Deswell Industries is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Deswell Industries' 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.