Warsaw WIG80 Index Forecast - Naive Prediction

SWIG80 Index   23,306  131.22  0.57%   
The Naive Prediction forecasted value of Warsaw WIG80 Index on the next trading day is expected to be 23,181 with a mean absolute deviation of 138.90 and the sum of the absolute errors of 8,473. Investors can use prediction functions to forecast Warsaw WIG80's index prices and determine the direction of Warsaw WIG80 Index's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
A naive forecasting model for Warsaw WIG80 is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Warsaw WIG80 Index value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Warsaw WIG80 Naive Prediction Price Forecast For the 1st of December

Given 90 days horizon, the Naive Prediction forecasted value of Warsaw WIG80 Index on the next trading day is expected to be 23,181 with a mean absolute deviation of 138.90, mean absolute percentage error of 27,588, and the sum of the absolute errors of 8,473.
Please note that although there have been many attempts to predict Warsaw 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 Warsaw WIG80's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Warsaw WIG80 Index Forecast Pattern

Warsaw WIG80 Forecasted Value

In the context of forecasting Warsaw WIG80'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. Warsaw WIG80's downside and upside margins for the forecasting period are 23,180 and 23,181, respectively. We have considered Warsaw WIG80'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
23,306
23,180
Downside
23,181
Expected Value
23,181
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Warsaw WIG80 index data series using in forecasting. Note that when a statistical model is used to represent Warsaw WIG80 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 Criteria128.3356
BiasArithmetic mean of the errors None
MADMean absolute deviation138.8962
MAPEMean absolute percentage error0.0058
SAESum of the absolute errors8472.6659
This model is not at all useful as a medium-long range forecasting tool of Warsaw WIG80 Index. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Warsaw WIG80. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Warsaw WIG80

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Warsaw WIG80 Index. 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.
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Warsaw WIG80. Your research has to be compared to or analyzed against Warsaw WIG80's peers to derive any actionable benefits. When done correctly, Warsaw WIG80's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Warsaw WIG80 Index.

Other Forecasting Options for Warsaw WIG80

For every potential investor in Warsaw, whether a beginner or expert, Warsaw WIG80's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Warsaw Index price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Warsaw. Basic forecasting techniques help filter out the noise by identifying Warsaw WIG80's price trends.

Warsaw WIG80 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 Warsaw WIG80 index to make a market-neutral strategy. Peer analysis of Warsaw WIG80 could also be used in its relative valuation, which is a method of valuing Warsaw WIG80 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Warsaw WIG80 Index 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 Warsaw WIG80'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 Warsaw WIG80's current price.

Warsaw WIG80 Market Strength Events

Market strength indicators help investors to evaluate how Warsaw WIG80 index reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Warsaw WIG80 shares will generate the highest return on investment. By undertsting and applying Warsaw WIG80 index market strength indicators, traders can identify Warsaw WIG80 Index entry and exit signals to maximize returns.

Warsaw WIG80 Risk Indicators

The analysis of Warsaw WIG80'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 Warsaw WIG80's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting warsaw 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.