GD Culture Stock Forecast - Simple Regression

GDC Stock   2.61  0.03  1.16%   
The Simple Regression forecasted value of GD Culture Group on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.75 and the sum of the absolute errors of 45.56. GDC Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast GD Culture stock prices and determine the direction of GD Culture Group's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of GD Culture's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The current year's Inventory Turnover is expected to grow to 4,270, whereas Payables Turnover is forecasted to decline to 0.84. . The current year's Common Stock Shares Outstanding is expected to grow to about 3.4 M, whereas Net Loss is projected to grow to (23.1 M).
Simple Regression model is a single variable regression model that attempts to put a straight line through GD Culture 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.

GD Culture Simple Regression Price Forecast For the 3rd of December

Given 90 days horizon, the Simple Regression forecasted value of GD Culture Group on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.75, mean absolute percentage error of 0.72, and the sum of the absolute errors of 45.56.
Please note that although there have been many attempts to predict GDC 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 GD Culture's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

GD Culture Stock Forecast Pattern

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GD Culture Forecasted Value

In the context of forecasting GD Culture'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. GD Culture's downside and upside margins for the forecasting period are 0.03 and 11.28, respectively. We have considered GD Culture'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
2.61
1.36
Expected Value
11.28
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 GD Culture stock data series using in forecasting. Note that when a statistical model is used to represent GD Culture 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 Criteria117.7805
BiasArithmetic mean of the errors None
MADMean absolute deviation0.7468
MAPEMean absolute percentage error0.3095
SAESum of the absolute errors45.5569
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 GD Culture Group 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 GD Culture

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as GD Culture Group. 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 GD Culture'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.
Hype
Prediction
LowEstimatedHigh
0.132.5812.50
Details
Intrinsic
Valuation
LowRealHigh
0.132.5112.43
Details

Other Forecasting Options for GD Culture

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

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

GD Culture Group 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 GD Culture'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 GD Culture's current price.

GD Culture Market Strength Events

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

GD Culture Risk Indicators

The analysis of GD Culture'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 GD Culture's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting gdc 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.

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.
When determining whether GD Culture Group offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of GD Culture's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Gd Culture Group Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Gd Culture Group Stock:
Check out Historical Fundamental Analysis of GD Culture to cross-verify your projections.
You can also try the Aroon Oscillator module to analyze current equity momentum using Aroon Oscillator and other momentum ratios.
Is Movies & Entertainment 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 GD Culture. If investors know GDC 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 GD Culture listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(3.87)
Revenue Per Share
(0.02)
Return On Assets
(1.12)
Return On Equity
(2.19)
The market value of GD Culture Group is measured differently than its book value, which is the value of GDC that is recorded on the company's balance sheet. Investors also form their own opinion of GD Culture's value that differs from its market value or its book value, called intrinsic value, which is GD Culture's 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 GD Culture's market value can be influenced by many factors that don't directly affect GD Culture's 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 GD Culture's value and its price as these two are different measures arrived at by different means. Investors typically determine if GD Culture is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, GD Culture's 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.