Satrix 40 Etf Forecast - Polynomial Regression
| STX40 Etf | 7,652 1.00 0.01% |
Satrix |
Satrix 40 Polynomial Regression Price Forecast For the 25th of December
Given 90 days horizon, the Polynomial Regression forecasted value of Satrix 40 ETF on the next trading day is expected to be 7,790 with a mean absolute deviation of 75.96, mean absolute percentage error of 8,318, and the sum of the absolute errors of 4,634.Please note that although there have been many attempts to predict Satrix Etf 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 Satrix 40's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Satrix 40 Etf Forecast Pattern
Satrix 40 Forecasted Value
In the context of forecasting Satrix 40's Etf 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. Satrix 40's downside and upside margins for the forecasting period are 7,790 and 7,791, respectively. We have considered Satrix 40'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 Satrix 40 etf data series using in forecasting. Note that when a statistical model is used to represent Satrix 40 etf, 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 | 127.1367 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 75.9644 |
| MAPE | Mean absolute percentage error | 0.0097 |
| SAE | Sum of the absolute errors | 4633.8272 |
Predictive Modules for Satrix 40
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Satrix 40 ETF. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf 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 Satrix 40
For every potential investor in Satrix, whether a beginner or expert, Satrix 40's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Satrix Etf price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Satrix. Basic forecasting techniques help filter out the noise by identifying Satrix 40's price trends.Satrix 40 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 Satrix 40 etf to make a market-neutral strategy. Peer analysis of Satrix 40 could also be used in its relative valuation, which is a method of valuing Satrix 40 by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Satrix 40 ETF Technical and Predictive Analytics
The etf market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Satrix 40'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 Satrix 40's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Satrix 40 Market Strength Events
Market strength indicators help investors to evaluate how Satrix 40 etf reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Satrix 40 shares will generate the highest return on investment. By undertsting and applying Satrix 40 etf market strength indicators, traders can identify Satrix 40 ETF entry and exit signals to maximize returns.
| Accumulation Distribution | 0.0439 | |||
| Daily Balance Of Power | 0.0029 | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 7775.5 | |||
| Day Typical Price | 7734.33 | |||
| Market Facilitation Index | 349.0 | |||
| Price Action Indicator | (123.00) | |||
| Period Momentum Indicator | 1.0 |
Satrix 40 Risk Indicators
The analysis of Satrix 40'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 Satrix 40's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting satrix etf 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 | 0.5647 | |||
| Semi Deviation | 0.6984 | |||
| Standard Deviation | 0.7469 | |||
| Variance | 0.5579 | |||
| Downside Variance | 0.5499 | |||
| Semi Variance | 0.4877 | |||
| Expected Short fall | (0.58) |
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.