Foxconn Technology Stock Forecast - Polynomial Regression
| 2354 Stock | TWD 55.60 0.60 1.09% |
The Polynomial Regression forecasted value of Foxconn Technology Co on the next trading day is expected to be 57.61 with a mean absolute deviation of 2.00 and the sum of the absolute errors of 121.81. Foxconn Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Foxconn Technology stock prices and determine the direction of Foxconn Technology Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Foxconn Technology's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Foxconn Technology to cross-verify your projections. Foxconn |
Most investors in Foxconn Technology cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Foxconn Technology's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Foxconn Technology's price structures and extracts relationships that further increase the generated results' accuracy.
Foxconn Technology polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Foxconn Technology Co as well as the accuracy indicators are determined from the period prices. Foxconn Technology Polynomial Regression Price Forecast For the 19th of April
Given 90 days horizon, the Polynomial Regression forecasted value of Foxconn Technology Co on the next trading day is expected to be 57.61 with a mean absolute deviation of 2.00, mean absolute percentage error of 5.78, and the sum of the absolute errors of 121.81.Please note that although there have been many attempts to predict Foxconn 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 Foxconn Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Foxconn Technology Stock Forecast Pattern
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Foxconn Technology Forecasted Value
In the context of forecasting Foxconn Technology'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. Foxconn Technology's downside and upside margins for the forecasting period are 54.72 and 60.49, respectively. We have considered Foxconn Technology'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 Foxconn Technology stock data series using in forecasting. Note that when a statistical model is used to represent Foxconn Technology 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 | 119.8646 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.9969 |
| MAPE | Mean absolute percentage error | 0.0367 |
| SAE | Sum of the absolute errors | 121.8086 |
Predictive Modules for Foxconn Technology
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Foxconn Technology. 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 Foxconn Technology's 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 Foxconn Technology
For every potential investor in Foxconn, whether a beginner or expert, Foxconn Technology's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Foxconn Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Foxconn. Basic forecasting techniques help filter out the noise by identifying Foxconn Technology's price trends.Foxconn Technology 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 Foxconn Technology stock to make a market-neutral strategy. Peer analysis of Foxconn Technology could also be used in its relative valuation, which is a method of valuing Foxconn Technology by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Foxconn Technology 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 Foxconn Technology'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 Foxconn Technology's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Foxconn Technology Market Strength Events
Market strength indicators help investors to evaluate how Foxconn Technology stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Foxconn Technology shares will generate the highest return on investment. By undertsting and applying Foxconn Technology stock market strength indicators, traders can identify Foxconn Technology Co entry and exit signals to maximize returns.
Foxconn Technology Risk Indicators
The analysis of Foxconn Technology'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 Foxconn Technology's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting foxconn 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 | 1.56 | |||
| Semi Deviation | 1.99 | |||
| Standard Deviation | 2.65 | |||
| Variance | 7.05 | |||
| Downside Variance | 4.73 | |||
| Semi Variance | 3.97 | |||
| Expected Short fall | (2.03) |
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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Foxconn Technology in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Foxconn Technology's short interest history, or implied volatility extrapolated from Foxconn Technology options trading.
Thematic Opportunities
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Check out Historical Fundamental Analysis of Foxconn Technology to cross-verify your projections. You can also try the Instant Ratings module to determine any equity ratings based on digital recommendations. Macroaxis instant equity ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Complementary Tools for Foxconn Stock analysis
When running Foxconn Technology's price analysis, check to measure Foxconn Technology's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Foxconn Technology is operating at the current time. Most of Foxconn Technology's value examination focuses on studying past and present price action to predict the probability of Foxconn Technology's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Foxconn Technology's price. Additionally, you may evaluate how the addition of Foxconn Technology to your portfolios can decrease your overall portfolio volatility.
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