Oriental Culture Stock Forecast - Polynomial Regression

OCG Stock  USD 1.17  0.02  1.74%   
The Polynomial Regression forecasted value of Oriental Culture Holding on the next trading day is expected to be 1.10 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.49. Oriental Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Oriental Culture's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The current Inventory Turnover is estimated to decrease to -1.06. The current Payables Turnover is estimated to decrease to 0.15. The Oriental Culture's current Net Income Applicable To Common Shares is estimated to increase to about 3.2 M, while Common Stock Shares Outstanding is projected to decrease to roughly 4.1 M.
Oriental Culture polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Oriental Culture Holding as well as the accuracy indicators are determined from the period prices.

Oriental Culture Polynomial Regression Price Forecast For the 1st of December

Given 90 days horizon, the Polynomial Regression forecasted value of Oriental Culture Holding on the next trading day is expected to be 1.10 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.49.
Please note that although there have been many attempts to predict Oriental 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 Oriental Culture's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Oriental Culture Stock Forecast Pattern

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Oriental Culture Forecasted Value

In the context of forecasting Oriental 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. Oriental Culture's downside and upside margins for the forecasting period are 0.01 and 9.54, respectively. We have considered Oriental 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
1.17
1.10
Expected Value
9.54
Upside

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 Oriental Culture stock data series using in forecasting. Note that when a statistical model is used to represent Oriental 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 Criteria115.2263
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0723
MAPEMean absolute percentage error0.0581
SAESum of the absolute errors4.4857
A single variable polynomial regression model attempts to put a curve through the Oriental Culture historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Oriental 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 Oriental Culture Holding. 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 Oriental 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
0.061.159.58
Details
Intrinsic
Valuation
LowRealHigh
0.051.039.46
Details

Other Forecasting Options for Oriental Culture

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

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

Oriental Culture Holding 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 Oriental 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 Oriental Culture's current price.

Oriental Culture Market Strength Events

Market strength indicators help investors to evaluate how Oriental 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 Oriental Culture shares will generate the highest return on investment. By undertsting and applying Oriental Culture stock market strength indicators, traders can identify Oriental Culture Holding entry and exit signals to maximize returns.

Oriental Culture Risk Indicators

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

Currently Active Assets on Macroaxis

When determining whether Oriental Culture Holding is a strong investment it is important to analyze Oriental Culture's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Oriental Culture's future performance. For an informed investment choice regarding Oriental Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Oriental Culture to cross-verify your projections.
You can also try the Sync Your Broker module to sync your existing holdings, watchlists, positions or portfolios from thousands of online brokerage services, banks, investment account aggregators and robo-advisors..
Is Interactive Media & Services 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 Oriental Culture. If investors know Oriental 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 Oriental Culture 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
(0.46)
Earnings Share
(0.62)
Revenue Per Share
0.37
Quarterly Revenue Growth
0.019
Return On Assets
(0.05)
The market value of Oriental Culture Holding is measured differently than its book value, which is the value of Oriental that is recorded on the company's balance sheet. Investors also form their own opinion of Oriental Culture's value that differs from its market value or its book value, called intrinsic value, which is Oriental 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 Oriental Culture's market value can be influenced by many factors that don't directly affect Oriental 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 Oriental Culture's value and its price as these two are different measures arrived at by different means. Investors typically determine if Oriental Culture is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Oriental 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.