Nusa Konstruksi Stock Forecast - Polynomial Regression
| DGIK Stock | IDR 82.00 1.00 1.20% |
The Polynomial Regression forecasted value of Nusa Konstruksi Enjiniring on the next trading day is expected to be 81.36 with a mean absolute deviation of 0.60 and the sum of the absolute errors of 36.78. Nusa Stock Forecast is based on your current time horizon.
Nusa |
Nusa Konstruksi Polynomial Regression Price Forecast For the 30th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Nusa Konstruksi Enjiniring on the next trading day is expected to be 81.36 with a mean absolute deviation of 0.60, mean absolute percentage error of 0.53, and the sum of the absolute errors of 36.78.Please note that although there have been many attempts to predict Nusa 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 Nusa Konstruksi's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Nusa Konstruksi Stock Forecast Pattern
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Nusa Konstruksi Forecasted Value
In the context of forecasting Nusa Konstruksi'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. Nusa Konstruksi's downside and upside margins for the forecasting period are 80.32 and 82.39, respectively. We have considered Nusa Konstruksi'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 Nusa Konstruksi stock data series using in forecasting. Note that when a statistical model is used to represent Nusa Konstruksi 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 | 117.4746 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.6029 |
| MAPE | Mean absolute percentage error | 0.0071 |
| SAE | Sum of the absolute errors | 36.7761 |
Predictive Modules for Nusa Konstruksi
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Nusa Konstruksi Enji. 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 Nusa Konstruksi
For every potential investor in Nusa, whether a beginner or expert, Nusa Konstruksi's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Nusa Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Nusa. Basic forecasting techniques help filter out the noise by identifying Nusa Konstruksi's price trends.Nusa Konstruksi 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 Nusa Konstruksi stock to make a market-neutral strategy. Peer analysis of Nusa Konstruksi could also be used in its relative valuation, which is a method of valuing Nusa Konstruksi by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Nusa Konstruksi Enji 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 Nusa Konstruksi'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 Nusa Konstruksi's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Nusa Konstruksi Market Strength Events
Market strength indicators help investors to evaluate how Nusa Konstruksi stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Nusa Konstruksi shares will generate the highest return on investment. By undertsting and applying Nusa Konstruksi stock market strength indicators, traders can identify Nusa Konstruksi Enjiniring entry and exit signals to maximize returns.
Nusa Konstruksi Risk Indicators
The analysis of Nusa Konstruksi'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 Nusa Konstruksi's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting nusa 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 | 0.7505 | |||
| Standard Deviation | 1.02 | |||
| Variance | 1.04 |
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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Nusa Konstruksi financial ratios help investors to determine whether Nusa 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 Nusa with respect to the benefits of owning Nusa Konstruksi security.