Heilongjiang Publishing Stock Forecast - Naive Prediction

605577 Stock   16.80  0.08  0.48%   
The Naive Prediction forecasted value of Heilongjiang Publishing Media on the next trading day is expected to be 16.25 with a mean absolute deviation of 0.43 and the sum of the absolute errors of 26.32. Heilongjiang Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Heilongjiang Publishing stock prices and determine the direction of Heilongjiang Publishing Media's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Heilongjiang Publishing's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Heilongjiang Publishing's Total Current Liabilities is projected to increase significantly based on the last few years of reporting. The current year's Common Stock Shares Outstanding is expected to grow to about 452.6 M, whereas Total Assets are forecasted to decline to about 4.9 B.
A naive forecasting model for Heilongjiang Publishing is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Heilongjiang Publishing Media value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Heilongjiang Publishing Naive Prediction Price Forecast For the 30th of November

Given 90 days horizon, the Naive Prediction forecasted value of Heilongjiang Publishing Media on the next trading day is expected to be 16.25 with a mean absolute deviation of 0.43, mean absolute percentage error of 0.33, and the sum of the absolute errors of 26.32.
Please note that although there have been many attempts to predict Heilongjiang 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 Heilongjiang Publishing's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Heilongjiang Publishing Stock Forecast Pattern

Backtest Heilongjiang PublishingHeilongjiang Publishing Price PredictionBuy or Sell Advice 

Heilongjiang Publishing Forecasted Value

In the context of forecasting Heilongjiang Publishing'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. Heilongjiang Publishing's downside and upside margins for the forecasting period are 12.77 and 19.73, respectively. We have considered Heilongjiang Publishing'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
16.80
16.25
Expected Value
19.73
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Heilongjiang Publishing stock data series using in forecasting. Note that when a statistical model is used to represent Heilongjiang Publishing 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 Criteria117.0103
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4314
MAPEMean absolute percentage error0.0298
SAESum of the absolute errors26.3165
This model is not at all useful as a medium-long range forecasting tool of Heilongjiang Publishing Media. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Heilongjiang Publishing. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Heilongjiang Publishing

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Heilongjiang Publishing. 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
13.3316.8120.29
Details
Intrinsic
Valuation
LowRealHigh
10.0313.5116.99
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Heilongjiang Publishing. Your research has to be compared to or analyzed against Heilongjiang Publishing's peers to derive any actionable benefits. When done correctly, Heilongjiang Publishing's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Heilongjiang Publishing.

Other Forecasting Options for Heilongjiang Publishing

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

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

Heilongjiang Publishing 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 Heilongjiang Publishing'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 Heilongjiang Publishing's current price.

Heilongjiang Publishing Market Strength Events

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

Heilongjiang Publishing Risk Indicators

The analysis of Heilongjiang Publishing'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 Heilongjiang Publishing's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting heilongjiang 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

Other Information on Investing in Heilongjiang Stock

Heilongjiang Publishing financial ratios help investors to determine whether Heilongjiang 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 Heilongjiang with respect to the benefits of owning Heilongjiang Publishing security.