Indorama Synthetics Stock Forecast - Simple Regression
| INDR Stock | IDR 2,620 10.00 0.38% |
The Simple Regression forecasted value of Indorama Synthetics Tbk on the next trading day is expected to be 2,696 with a mean absolute deviation of 109.16 and the sum of the absolute errors of 6,659. Indorama Stock Forecast is based on your current time horizon.
Indorama |
Indorama Synthetics Simple Regression Price Forecast For the 25th of November
Given 90 days horizon, the Simple Regression forecasted value of Indorama Synthetics Tbk on the next trading day is expected to be 2,696 with a mean absolute deviation of 109.16, mean absolute percentage error of 17,898, and the sum of the absolute errors of 6,659.Please note that although there have been many attempts to predict Indorama 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 Indorama Synthetics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Indorama Synthetics Stock Forecast Pattern
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Indorama Synthetics Forecasted Value
In the context of forecasting Indorama Synthetics' 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. Indorama Synthetics' downside and upside margins for the forecasting period are 2,694 and 2,698, respectively. We have considered Indorama Synthetics' 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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Indorama Synthetics stock data series using in forecasting. Note that when a statistical model is used to represent Indorama Synthetics 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 | 127.903 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 109.1581 |
| MAPE | Mean absolute percentage error | 0.0348 |
| SAE | Sum of the absolute errors | 6658.6452 |
Predictive Modules for Indorama Synthetics
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Indorama Synthetics Tbk. 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 Indorama Synthetics
For every potential investor in Indorama, whether a beginner or expert, Indorama Synthetics' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Indorama Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Indorama. Basic forecasting techniques help filter out the noise by identifying Indorama Synthetics' price trends.Indorama Synthetics 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 Indorama Synthetics stock to make a market-neutral strategy. Peer analysis of Indorama Synthetics could also be used in its relative valuation, which is a method of valuing Indorama Synthetics by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Indorama Synthetics Tbk 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 Indorama Synthetics' 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 Indorama Synthetics' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Indorama Synthetics Market Strength Events
Market strength indicators help investors to evaluate how Indorama Synthetics stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Indorama Synthetics shares will generate the highest return on investment. By undertsting and applying Indorama Synthetics stock market strength indicators, traders can identify Indorama Synthetics Tbk entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 2620.0 | |||
| Day Typical Price | 2620.0 | |||
| Price Action Indicator | 5.0 | |||
| Period Momentum Indicator | 10.0 | |||
| Relative Strength Index | 34.04 |
Indorama Synthetics Risk Indicators
The analysis of Indorama Synthetics' 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 Indorama Synthetics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting indorama 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 | 1.76 | |||
| Standard Deviation | 2.29 | |||
| Variance | 5.23 |
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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Indorama Synthetics financial ratios help investors to determine whether Indorama 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 Indorama with respect to the benefits of owning Indorama Synthetics security.