Nippon Indosari Stock Forecast - Simple Regression
| ROTI Stock | IDR 965.00 5.00 0.52% |
The Simple Regression forecasted value of Nippon Indosari Corpindo on the next trading day is expected to be 968.04 with a mean absolute deviation of 6.08 and the sum of the absolute errors of 370.88. Nippon Stock Forecast is based on your current time horizon.
Nippon |
Nippon Indosari Simple Regression Price Forecast For the 30th of December
Given 90 days horizon, the Simple Regression forecasted value of Nippon Indosari Corpindo on the next trading day is expected to be 968.04 with a mean absolute deviation of 6.08, mean absolute percentage error of 68.36, and the sum of the absolute errors of 370.88.Please note that although there have been many attempts to predict Nippon 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 Nippon Indosari's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Nippon Indosari Stock Forecast Pattern
| Backtest Nippon Indosari | Nippon Indosari Price Prediction | Buy or Sell Advice |
Nippon Indosari Forecasted Value
In the context of forecasting Nippon Indosari'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. Nippon Indosari's downside and upside margins for the forecasting period are 967.59 and 968.50, respectively. We have considered Nippon Indosari'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Nippon Indosari stock data series using in forecasting. Note that when a statistical model is used to represent Nippon Indosari 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 | 122.3352 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 6.08 |
| MAPE | Mean absolute percentage error | 0.0062 |
| SAE | Sum of the absolute errors | 370.8773 |
Predictive Modules for Nippon Indosari
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Nippon Indosari Corpindo. 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 Nippon Indosari
For every potential investor in Nippon, whether a beginner or expert, Nippon Indosari's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Nippon Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Nippon. Basic forecasting techniques help filter out the noise by identifying Nippon Indosari's price trends.Nippon Indosari 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 Nippon Indosari stock to make a market-neutral strategy. Peer analysis of Nippon Indosari could also be used in its relative valuation, which is a method of valuing Nippon Indosari by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Nippon Indosari Corpindo 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 Nippon Indosari'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 Nippon Indosari's current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
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| Volume Indicators |
Nippon Indosari Market Strength Events
Market strength indicators help investors to evaluate how Nippon Indosari stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Nippon Indosari shares will generate the highest return on investment. By undertsting and applying Nippon Indosari stock market strength indicators, traders can identify Nippon Indosari Corpindo entry and exit signals to maximize returns.
Nippon Indosari Risk Indicators
The analysis of Nippon Indosari'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 Nippon Indosari's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting nippon 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 | 0.3317 | |||
| Standard Deviation | 0.4596 | |||
| Variance | 0.2112 |
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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Nippon Indosari financial ratios help investors to determine whether Nippon 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 Nippon with respect to the benefits of owning Nippon Indosari security.