Xinjiang Daqo Stock Forecast - Naive Prediction

688303 Stock   24.23  0.59  2.38%   
The Naive Prediction forecasted value of Xinjiang Daqo New on the next trading day is expected to be 22.43 with a mean absolute deviation of 1.30 and the sum of the absolute errors of 79.25. Xinjiang Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Xinjiang Daqo stock prices and determine the direction of Xinjiang Daqo New's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Xinjiang Daqo's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Xinjiang Daqo's Total Assets are projected to increase significantly based on the last few years of reporting. The current year's Other Current Liabilities is expected to grow to about 5.2 B, whereas Short and Long Term Debt Total is forecasted to decline to about 182 M.
A naive forecasting model for Xinjiang Daqo is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Xinjiang Daqo New 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.

Xinjiang Daqo Naive Prediction Price Forecast For the 22nd of December

Given 90 days horizon, the Naive Prediction forecasted value of Xinjiang Daqo New on the next trading day is expected to be 22.43 with a mean absolute deviation of 1.30, mean absolute percentage error of 3.81, and the sum of the absolute errors of 79.25.
Please note that although there have been many attempts to predict Xinjiang 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 Xinjiang Daqo's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Xinjiang Daqo Stock Forecast Pattern

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Xinjiang Daqo Forecasted Value

In the context of forecasting Xinjiang Daqo'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. Xinjiang Daqo's downside and upside margins for the forecasting period are 16.64 and 28.22, respectively. We have considered Xinjiang Daqo'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
24.23
22.43
Expected Value
28.22
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 Xinjiang Daqo stock data series using in forecasting. Note that when a statistical model is used to represent Xinjiang Daqo 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 Criteria119.4482
BiasArithmetic mean of the errors None
MADMean absolute deviation1.2991
MAPEMean absolute percentage error0.0464
SAESum of the absolute errors79.247
This model is not at all useful as a medium-long range forecasting tool of Xinjiang Daqo New. 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 Xinjiang Daqo. 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 Xinjiang Daqo

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Xinjiang Daqo New. 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
18.3224.1129.90
Details
Intrinsic
Valuation
LowRealHigh
16.3922.1827.97
Details
Bollinger
Band Projection (param)
LowMiddleHigh
23.8626.6729.47
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details

Other Forecasting Options for Xinjiang Daqo

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

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

Xinjiang Daqo New 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 Xinjiang Daqo'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 Xinjiang Daqo's current price.

Xinjiang Daqo Market Strength Events

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

Xinjiang Daqo Risk Indicators

The analysis of Xinjiang Daqo'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 Xinjiang Daqo's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting xinjiang 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 Xinjiang Stock

Xinjiang Daqo financial ratios help investors to determine whether Xinjiang 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 Xinjiang with respect to the benefits of owning Xinjiang Daqo security.