Bohai Leasing Stock Forecast - Polynomial Regression

000415 Stock   3.94  0.01  0.25%   
The Polynomial Regression forecasted value of Bohai Leasing Co on the next trading day is expected to be 3.56 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 18.35. Bohai Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Bohai Leasing stock prices and determine the direction of Bohai Leasing Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Bohai Leasing's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Bohai Leasing's Total Assets are projected to increase significantly based on the last few years of reporting. The current year's Short and Long Term Debt Total is expected to grow to about 205.4 B, whereas Current Deferred Revenue is forecasted to decline to about 1.4 B.
Bohai Leasing polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Bohai Leasing Co as well as the accuracy indicators are determined from the period prices.

Bohai Leasing Polynomial Regression Price Forecast For the 30th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Bohai Leasing Co on the next trading day is expected to be 3.56 with a mean absolute deviation of 0.30, mean absolute percentage error of 0.16, and the sum of the absolute errors of 18.35.
Please note that although there have been many attempts to predict Bohai 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 Bohai Leasing's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Bohai Leasing Stock Forecast Pattern

Backtest Bohai LeasingBohai Leasing Price PredictionBuy or Sell Advice 

Bohai Leasing Forecasted Value

In the context of forecasting Bohai Leasing'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. Bohai Leasing's downside and upside margins for the forecasting period are 0.04 and 8.35, respectively. We have considered Bohai Leasing'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
3.94
3.56
Expected Value
8.35
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 Bohai Leasing stock data series using in forecasting. Note that when a statistical model is used to represent Bohai Leasing 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 Criteria116.2526
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3009
MAPEMean absolute percentage error0.0832
SAESum of the absolute errors18.3527
A single variable polynomial regression model attempts to put a curve through the Bohai Leasing 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 Bohai Leasing

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Bohai Leasing. 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
0.204.018.80
Details
Intrinsic
Valuation
LowRealHigh
0.163.288.07
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details

Other Forecasting Options for Bohai Leasing

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

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

Bohai Leasing 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 Bohai Leasing'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 Bohai Leasing's current price.

Bohai Leasing Market Strength Events

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

Bohai Leasing Risk Indicators

The analysis of Bohai Leasing'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 Bohai Leasing's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bohai 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.

Other Information on Investing in Bohai Stock

Bohai Leasing financial ratios help investors to determine whether Bohai 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 Bohai with respect to the benefits of owning Bohai Leasing security.