Lini Imaji Stock Forecast - 8 Period Moving Average
| FUTR Stock | 101.00 9.00 8.18% |
Lini |
Lini Imaji 8 Period Moving Average Price Forecast For the 29th of November
Given 90 days horizon, the 8 Period Moving Average forecasted value of Lini Imaji Kreasi on the next trading day is expected to be 114.00 with a mean absolute deviation of 10.64, mean absolute percentage error of 164.25, and the sum of the absolute errors of 563.75.Please note that although there have been many attempts to predict Lini 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 Lini Imaji's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Lini Imaji Stock Forecast Pattern
Lini Imaji Forecasted Value
In the context of forecasting Lini Imaji'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. Lini Imaji's downside and upside margins for the forecasting period are 107.50 and 120.50, respectively. We have considered Lini Imaji'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 Lini Imaji stock data series using in forecasting. Note that when a statistical model is used to represent Lini Imaji 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 | 108.5088 |
| Bias | Arithmetic mean of the errors | -4.9481 |
| MAD | Mean absolute deviation | 10.6368 |
| MAPE | Mean absolute percentage error | 0.1263 |
| SAE | Sum of the absolute errors | 563.75 |
Predictive Modules for Lini Imaji
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lini Imaji Kreasi. 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 Lini Imaji
For every potential investor in Lini, whether a beginner or expert, Lini Imaji's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Lini Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Lini. Basic forecasting techniques help filter out the noise by identifying Lini Imaji's price trends.Lini Imaji 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 Lini Imaji stock to make a market-neutral strategy. Peer analysis of Lini Imaji could also be used in its relative valuation, which is a method of valuing Lini Imaji by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Lini Imaji Kreasi 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 Lini Imaji'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 Lini Imaji's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Lini Imaji Market Strength Events
Market strength indicators help investors to evaluate how Lini Imaji stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Lini Imaji shares will generate the highest return on investment. By undertsting and applying Lini Imaji stock market strength indicators, traders can identify Lini Imaji Kreasi entry and exit signals to maximize returns.
| Daily Balance Of Power | (9,223,372,036,855) | |||
| Rate Of Daily Change | 0.92 | |||
| Day Median Price | 101.0 | |||
| Day Typical Price | 101.0 | |||
| Price Action Indicator | (4.50) | |||
| Period Momentum Indicator | (9.00) |
Lini Imaji Risk Indicators
The analysis of Lini Imaji'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 Lini Imaji's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lini 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 | 5.7 | |||
| Semi Deviation | 5.14 | |||
| Standard Deviation | 6.5 | |||
| Variance | 42.29 | |||
| Downside Variance | 41.78 | |||
| Semi Variance | 26.46 | |||
| Expected Short fall | (7.29) |
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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