Austindo Nusantara Stock Forecast - Polynomial Regression
| ANJT Stock | IDR 735.00 5.00 0.68% |
The Polynomial Regression forecasted value of Austindo Nusantara Jaya on the next trading day is expected to be 727.90 with a mean absolute deviation of 7.01 and the sum of the absolute errors of 427.44. Austindo Stock Forecast is based on your current time horizon.
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Austindo Nusantara Polynomial Regression Price Forecast For the 2nd of December
Given 90 days horizon, the Polynomial Regression forecasted value of Austindo Nusantara Jaya on the next trading day is expected to be 727.90 with a mean absolute deviation of 7.01, mean absolute percentage error of 71.50, and the sum of the absolute errors of 427.44.Please note that although there have been many attempts to predict Austindo 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 Austindo Nusantara's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Austindo Nusantara Stock Forecast Pattern
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Austindo Nusantara Forecasted Value
In the context of forecasting Austindo Nusantara'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. Austindo Nusantara's downside and upside margins for the forecasting period are 726.67 and 729.14, respectively. We have considered Austindo Nusantara'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.
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 Austindo Nusantara stock data series using in forecasting. Note that when a statistical model is used to represent Austindo Nusantara 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.| AIC | Akaike Information Criteria | 122.3802 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 7.0073 |
| MAPE | Mean absolute percentage error | 0.0097 |
| SAE | Sum of the absolute errors | 427.444 |
Predictive Modules for Austindo Nusantara
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Austindo Nusantara Jaya. 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.Other Forecasting Options for Austindo Nusantara
For every potential investor in Austindo, whether a beginner or expert, Austindo Nusantara's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Austindo Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Austindo. Basic forecasting techniques help filter out the noise by identifying Austindo Nusantara's price trends.Austindo Nusantara 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 Austindo Nusantara stock to make a market-neutral strategy. Peer analysis of Austindo Nusantara could also be used in its relative valuation, which is a method of valuing Austindo Nusantara by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Austindo Nusantara Jaya 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 Austindo Nusantara'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 Austindo Nusantara's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Austindo Nusantara Market Strength Events
Market strength indicators help investors to evaluate how Austindo Nusantara stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Austindo Nusantara shares will generate the highest return on investment. By undertsting and applying Austindo Nusantara stock market strength indicators, traders can identify Austindo Nusantara Jaya entry and exit signals to maximize returns.
Austindo Nusantara Risk Indicators
The analysis of Austindo Nusantara'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 Austindo Nusantara's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting austindo 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.
| Mean Deviation | 0.9053 | |||
| Semi Deviation | 0.8438 | |||
| Standard Deviation | 1.23 | |||
| Variance | 1.52 | |||
| Downside Variance | 1.46 | |||
| Semi Variance | 0.712 | |||
| Expected Short fall | (1.35) |
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.
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Austindo Nusantara financial ratios help investors to determine whether Austindo 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 Austindo with respect to the benefits of owning Austindo Nusantara security.