SPASX 200 Index Forecast - Double Exponential Smoothing

AXMJ Index   16,647  140.20  0.84%   
The Double Exponential Smoothing forecasted value of SPASX 200 Materials on the next trading day is expected to be 16,658 with a mean absolute deviation of 183.10 and the sum of the absolute errors of 10,803. Investors can use prediction functions to forecast SPASX 200's index prices and determine the direction of SPASX 200 Materials's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for SPASX 200 works best with periods where there are trends or seasonality.

SPASX 200 Double Exponential Smoothing Price Forecast For the 26th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of SPASX 200 Materials on the next trading day is expected to be 16,658 with a mean absolute deviation of 183.10, mean absolute percentage error of 53,216, and the sum of the absolute errors of 10,803.
Please note that although there have been many attempts to predict SPASX Index 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 SPASX 200's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

SPASX 200 Index Forecast Pattern

SPASX 200 Forecasted Value

In the context of forecasting SPASX 200's Index 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. SPASX 200's downside and upside margins for the forecasting period are 16,656 and 16,659, respectively. We have considered SPASX 200'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.
Market Value
16,647
16,656
Downside
16,658
Expected Value
16,659
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of SPASX 200 index data series using in forecasting. Note that when a statistical model is used to represent SPASX 200 index, 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors -15.9499
MADMean absolute deviation183.0967
MAPEMean absolute percentage error0.0108
SAESum of the absolute errors10802.7079
When SPASX 200 Materials prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any SPASX 200 Materials trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent SPASX 200 observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for SPASX 200

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as SPASX 200 Materials. Regardless of method or technology, however, to accurately forecast the index market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the index 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 SPASX 200

For every potential investor in SPASX, whether a beginner or expert, SPASX 200's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. SPASX Index price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in SPASX. Basic forecasting techniques help filter out the noise by identifying SPASX 200's price trends.

SPASX 200 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 SPASX 200 index to make a market-neutral strategy. Peer analysis of SPASX 200 could also be used in its relative valuation, which is a method of valuing SPASX 200 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

SPASX 200 Materials Technical and Predictive Analytics

The index market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of SPASX 200'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 SPASX 200's current price.

SPASX 200 Market Strength Events

Market strength indicators help investors to evaluate how SPASX 200 index reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading SPASX 200 shares will generate the highest return on investment. By undertsting and applying SPASX 200 index market strength indicators, traders can identify SPASX 200 Materials entry and exit signals to maximize returns.

SPASX 200 Risk Indicators

The analysis of SPASX 200'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 SPASX 200's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting spasx index 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.
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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.