Kunshan Guoli Stock Forecast - Simple Regression

688103 Stock   43.58  0.92  2.16%   
The Simple Regression forecasted value of Kunshan Guoli Electronic on the next trading day is expected to be 49.22 with a mean absolute deviation of 3.49 and the sum of the absolute errors of 212.70. Kunshan Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Kunshan Guoli stock prices and determine the direction of Kunshan Guoli Electronic's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Kunshan Guoli's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Kunshan Guoli's Short and Long Term Debt Total is projected to decrease significantly based on the last few years of reporting. The current year's Cash is expected to grow to about 863.5 M, whereas Total Assets are forecasted to decline to about 1.2 B.
Simple Regression model is a single variable regression model that attempts to put a straight line through Kunshan Guoli price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Kunshan Guoli Simple Regression Price Forecast For the 5th of December

Given 90 days horizon, the Simple Regression forecasted value of Kunshan Guoli Electronic on the next trading day is expected to be 49.22 with a mean absolute deviation of 3.49, mean absolute percentage error of 16.65, and the sum of the absolute errors of 212.70.
Please note that although there have been many attempts to predict Kunshan 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 Kunshan Guoli's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Kunshan Guoli Stock Forecast Pattern

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Kunshan Guoli Forecasted Value

In the context of forecasting Kunshan Guoli'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. Kunshan Guoli's downside and upside margins for the forecasting period are 44.74 and 53.69, respectively. We have considered Kunshan Guoli'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.
Market Value
43.58
49.22
Expected Value
53.69
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Kunshan Guoli stock data series using in forecasting. Note that when a statistical model is used to represent Kunshan Guoli 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.
AICAkaike Information Criteria120.9226
BiasArithmetic mean of the errors None
MADMean absolute deviation3.487
MAPEMean absolute percentage error0.0903
SAESum of the absolute errors212.7047
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Kunshan Guoli Electronic historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Kunshan Guoli

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kunshan Guoli Electronic. 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.
Hype
Prediction
LowEstimatedHigh
40.0044.5149.02
Details
Intrinsic
Valuation
LowRealHigh
30.5235.0347.94
Details
Bollinger
Band Projection (param)
LowMiddleHigh
42.0643.3844.70
Details

Other Forecasting Options for Kunshan Guoli

For every potential investor in Kunshan, whether a beginner or expert, Kunshan Guoli's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Kunshan Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Kunshan. Basic forecasting techniques help filter out the noise by identifying Kunshan Guoli's price trends.

Kunshan Guoli 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 Kunshan Guoli stock to make a market-neutral strategy. Peer analysis of Kunshan Guoli could also be used in its relative valuation, which is a method of valuing Kunshan Guoli by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Kunshan Guoli Electronic 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 Kunshan Guoli'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 Kunshan Guoli's current price.

Kunshan Guoli Market Strength Events

Market strength indicators help investors to evaluate how Kunshan Guoli stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Kunshan Guoli shares will generate the highest return on investment. By undertsting and applying Kunshan Guoli stock market strength indicators, traders can identify Kunshan Guoli Electronic entry and exit signals to maximize returns.

Kunshan Guoli Risk Indicators

The analysis of Kunshan Guoli'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 Kunshan Guoli's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kunshan 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.
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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Other Information on Investing in Kunshan Stock

Kunshan Guoli financial ratios help investors to determine whether Kunshan 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 Kunshan with respect to the benefits of owning Kunshan Guoli security.