Luxi Chemical Stock Forecast - Naive Prediction

000830 Stock   11.53  0.13  1.14%   
The Naive Prediction forecasted value of Luxi Chemical Group on the next trading day is expected to be 10.81 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 18.86. Luxi Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Luxi Chemical stock prices and determine the direction of Luxi Chemical Group's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Luxi Chemical's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Luxi Chemical's Total Stockholder Equity is projected to increase significantly based on the last few years of reporting. The current year's Retained Earnings is expected to grow to about 9.6 B, whereas Total Assets are forecasted to decline to about 17.7 B.
A naive forecasting model for Luxi Chemical is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Luxi Chemical Group 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.

Luxi Chemical Naive Prediction Price Forecast For the 1st of December

Given 90 days horizon, the Naive Prediction forecasted value of Luxi Chemical Group on the next trading day is expected to be 10.81 with a mean absolute deviation of 0.31, mean absolute percentage error of 0.17, and the sum of the absolute errors of 18.86.
Please note that although there have been many attempts to predict Luxi 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 Luxi Chemical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Luxi Chemical Stock Forecast Pattern

Backtest Luxi ChemicalLuxi Chemical Price PredictionBuy or Sell Advice 

Luxi Chemical Forecasted Value

In the context of forecasting Luxi Chemical'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. Luxi Chemical's downside and upside margins for the forecasting period are 8.38 and 13.24, respectively. We have considered Luxi Chemical'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
11.53
10.81
Expected Value
13.24
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 Luxi Chemical stock data series using in forecasting. Note that when a statistical model is used to represent Luxi Chemical 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 Criteria116.3239
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3092
MAPEMean absolute percentage error0.0273
SAESum of the absolute errors18.8627
This model is not at all useful as a medium-long range forecasting tool of Luxi Chemical Group. 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 Luxi Chemical. 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 Luxi Chemical

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Luxi Chemical 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.
Hype
Prediction
LowEstimatedHigh
9.0711.5013.93
Details
Intrinsic
Valuation
LowRealHigh
7.159.5812.01
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.0511.8312.62
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Luxi Chemical. Your research has to be compared to or analyzed against Luxi Chemical's peers to derive any actionable benefits. When done correctly, Luxi Chemical'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 Luxi Chemical Group.

Other Forecasting Options for Luxi Chemical

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

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

Luxi Chemical 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 Luxi Chemical'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 Luxi Chemical's current price.

Luxi Chemical Market Strength Events

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

Luxi Chemical Risk Indicators

The analysis of Luxi Chemical'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 Luxi Chemical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting luxi 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 Luxi Stock

Luxi Chemical financial ratios help investors to determine whether Luxi 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 Luxi with respect to the benefits of owning Luxi Chemical security.