Mnc Land Stock Forecast - 8 Period Moving Average
| KPIG Stock | IDR 167.00 8.00 5.03% |
The 8 Period Moving Average forecasted value of Mnc Land Tbk on the next trading day is expected to be 159.62 with a mean absolute deviation of 8.10 and the sum of the absolute errors of 429.50. Mnc Stock Forecast is based on your current time horizon.
Mnc |
Mnc Land 8 Period Moving Average Price Forecast For the 26th of November
Given 90 days horizon, the 8 Period Moving Average forecasted value of Mnc Land Tbk on the next trading day is expected to be 159.62 with a mean absolute deviation of 8.10, mean absolute percentage error of 95.97, and the sum of the absolute errors of 429.50.Please note that although there have been many attempts to predict Mnc 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 Mnc Land's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mnc Land Stock Forecast Pattern
| Backtest Mnc Land | Mnc Land Price Prediction | Buy or Sell Advice |
Mnc Land Forecasted Value
In the context of forecasting Mnc Land'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. Mnc Land's downside and upside margins for the forecasting period are 153.96 and 165.29, respectively. We have considered Mnc Land'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 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Mnc Land stock data series using in forecasting. Note that when a statistical model is used to represent Mnc Land 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 | 107.9715 |
| Bias | Arithmetic mean of the errors | 2.0991 |
| MAD | Mean absolute deviation | 8.1038 |
| MAPE | Mean absolute percentage error | 0.0478 |
| SAE | Sum of the absolute errors | 429.5 |
Predictive Modules for Mnc Land
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mnc Land 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 Mnc Land
For every potential investor in Mnc, whether a beginner or expert, Mnc Land's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Mnc Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Mnc. Basic forecasting techniques help filter out the noise by identifying Mnc Land's price trends.Mnc Land 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 Mnc Land stock to make a market-neutral strategy. Peer analysis of Mnc Land could also be used in its relative valuation, which is a method of valuing Mnc Land by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Mnc Land 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 Mnc Land'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 Mnc Land's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Mnc Land Market Strength Events
Market strength indicators help investors to evaluate how Mnc Land stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Mnc Land shares will generate the highest return on investment. By undertsting and applying Mnc Land stock market strength indicators, traders can identify Mnc Land Tbk entry and exit signals to maximize returns.
Mnc Land Risk Indicators
The analysis of Mnc Land'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 Mnc Land's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mnc 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 | 3.73 | |||
| Semi Deviation | 5.01 | |||
| Standard Deviation | 5.84 | |||
| Variance | 34.06 | |||
| Downside Variance | 35.0 | |||
| Semi Variance | 25.06 | |||
| Expected Short fall | (4.80) |
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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Mnc Land financial ratios help investors to determine whether Mnc 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 Mnc with respect to the benefits of owning Mnc Land security.