Axita Cotton Stock Forecast - Naive Prediction

AXITA Stock   11.51  0.13  1.12%   
The Naive Prediction forecasted value of Axita Cotton Limited on the next trading day is expected to be 11.68 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 12.08. Axita Stock Forecast is based on your current time horizon. Although Axita Cotton's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Axita Cotton's systematic risk associated with finding meaningful patterns of Axita Cotton fundamentals over time.
  
At this time, Axita Cotton's Total Liabilities is very stable compared to the past year. As of the 21st of December 2024, Common Stock is likely to grow to about 273.9 M, while Total Assets are likely to drop about 578.3 M.
A naive forecasting model for Axita Cotton is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Axita Cotton Limited 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.

Axita Cotton Naive Prediction Price Forecast For the 22nd of December

Given 90 days horizon, the Naive Prediction forecasted value of Axita Cotton Limited on the next trading day is expected to be 11.68 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.07, and the sum of the absolute errors of 12.08.
Please note that although there have been many attempts to predict Axita 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 Axita Cotton's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Axita Cotton Stock Forecast Pattern

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Axita Cotton Forecasted Value

In the context of forecasting Axita Cotton'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. Axita Cotton's downside and upside margins for the forecasting period are 10.35 and 13.01, respectively. We have considered Axita Cotton'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
11.51
11.68
Expected Value
13.01
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 Axita Cotton stock data series using in forecasting. Note that when a statistical model is used to represent Axita Cotton 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 Criteria117.2456
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1948
MAPEMean absolute percentage error0.0144
SAESum of the absolute errors12.0767
This model is not at all useful as a medium-long range forecasting tool of Axita Cotton Limited. 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 Axita Cotton. 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 Axita Cotton

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Axita Cotton Limited. 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
10.2111.5512.89
Details
Intrinsic
Valuation
LowRealHigh
11.5012.8414.18
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.5611.9512.34
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Axita Cotton. Your research has to be compared to or analyzed against Axita Cotton's peers to derive any actionable benefits. When done correctly, Axita Cotton'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 Axita Cotton Limited.

Other Forecasting Options for Axita Cotton

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

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

Axita Cotton Limited 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 Axita Cotton'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 Axita Cotton's current price.

Axita Cotton Market Strength Events

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

Axita Cotton Risk Indicators

The analysis of Axita Cotton'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 Axita Cotton's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting axita 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 Axita Stock

Axita Cotton financial ratios help investors to determine whether Axita 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 Axita with respect to the benefits of owning Axita Cotton security.